Value Explicit Pretraining for Learning Transferable Representations.

Laurent Itti University of Southern California, Los Angeles, USA https://openreview.net/profile?id=~Laurent_Itti1 https://zbmath.org/authors/?q=ai:itti.laurent https://en.wikipedia.org/wiki/Laurent_Itti https://orcid.org/0000-0002-0168-2977 https://www.wikidata.org/entity/Q6501146 http://isni.org/isni/0000000040665307 https://id.loc.gov/authorities/names/n2005026393 https://d-nb.info/gnd/173755089

Kiran Lekkala Henghui Bao Sumedh A. Sontakke Erdem Biyik Laurent Itti Value Explicit Pretraining for Learning Transferable Representations. 2026 May 5749-5756 11 IEEE Robotics Autom. Lett. 5 https://doi.org/10.1109/LRA.2026.3671536 db/journals/ral/ral11.html#LekkalaBSBI26 streams/journals/ral

Wanrong Zheng Yunhao Ge Laurent Itti Three-Step Nav: A Hierarchical Global-Local Planner for Zero-Shot Vision-and-Language Navigation. 2026 April abs/2604.26946 CoRR https://doi.org/10.48550/arXiv.2604.26946 db/journals/corr/corr2604.html#abs-2604-26946 streams/journals/corr

Yipeng Gao Lei Shu Genzhi Ye Xi Xiong Ameesh Makadia Meiqi Guo Laurent Itti Jindong Chen 3DCodeBench: Benchmarking Agentic Procedural 3D Modeling Via Code. 2026 June abs/2606.01057 CoRR https://doi.org/10.48550/arXiv.2606.01057 db/journals/corr/corr2606.html#abs-2606-01057 streams/journals/corr

Ajay Narayanan Sridhar Fuli Qiao Nelson Daniel Troncoso Aldas Yanpei Shi Mehrdad Mahdavi Laurent Itti Vijaykrishnan Narayanan NaviSense: A Multimodal Assistive Mobile application for Object Retrieval by Persons with Visual Impairment. 1-9 2025 ASSETS https://doi.org/10.1145/3663547.3759726 conf/assets/2025 db/conf/assets/assets2025.html#SridharQASMIN25 Hae Jin Song Laurent Itti Riemannian-Geometric Fingerprints of Generative Models. 2025 ICCV 11425-11435 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01063 db/conf/iccv/iccv2025.html#SongI25 streams/conf/iccv Brian Nlong Zhao Yuhang Xiao Jiashu Xu Xinyang Jiang Yifan Yang 0004 Dongsheng Li 0002 Laurent Itti Vibhav Vineet Yunhao Ge DreamDistribution: Learning Prompt Distribution for Diverse In-distribution Generation. 2025 ICLR https://openreview.net/forum?id=oQoQ4u6MQC conf/iclr/2025 db/conf/iclr/iclr2025.html#ZhaoXXJ00IVG25

Rorry Brenner Laurent Itti Perforated Backpropagation: A Neuroscience Inspired Extension to Artificial Neural Networks. 2025 January abs/2501.18018 CoRR https://doi.org/10.48550/arXiv.2501.18018 db/journals/corr/corr2501.html#abs-2501-18018 streams/journals/corr

Rorry Brenner Evan Davis Rushi Chaudhari Rowan Morse Jingyao Chen Xirui Liu Zhaoyi You Laurent Itti Exploring the Performance of Perforated Backpropagation through Further Experiments. 2025 June abs/2506.00356 CoRR https://doi.org/10.48550/arXiv.2506.00356 db/journals/corr/corr2506.html#abs-2506-00356 streams/journals/corr

Hae Jin Song Laurent Itti Riemannian-Geometric Fingerprints of Generative Models. 2025 June abs/2506.22802 CoRR https://doi.org/10.48550/arXiv.2506.22802 db/journals/corr/corr2506.html#abs-2506-22802 streams/journals/corr

Ajay Narayanan Sridhar Fuli Qiao Nelson Daniel Troncoso Aldas Yanpei Shi Mehrdad Mahdavi Laurent Itti Vijaykrishnan Narayanan NaviSense: A Multimodal Assistive Mobile application for Object Retrieval by Persons with Visual Impairment. 2025 September abs/2509.18672 CoRR https://doi.org/10.48550/arXiv.2509.18672 db/journals/corr/corr2509.html#abs-2509-18672 streams/journals/corr

Adam M. Jones Laurent Itti Bhavin R. Sheth Expert-level sleep staging using an electrocardiography-only feed-forward neural network. 108545 2024 176 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.108545 db/journals/cbm/cbm176.html#JonesIS24

Andrea Soltoggio Eseoghene Ben-Iwhiwhu Vladimir Braverman Eric Eaton Benjamin Epstein Yunhao Ge Lucy Halperin Jonathan P. How Laurent Itti Michael A. Jacobs Pavan Kantharaju Long Le Steven Lee Xinran Liu Sildomar T. Monteiro David Musliner Saptarshi Nath Priyadarshini Panda Christos Peridis Hamed Pirsiavash Vishwa S. Parekh Kaushik Roy 0001 Shahaf S. Shperberg Hava T. Siegelmann Peter Stone 0001 Kyle Vedder Jingfeng Wu Lin Yang 0011 Guangyao Zheng Soheil Kolouri A collective AI via lifelong learning and sharing at the edge. 251-264 2024 6 Nat. Mac. Intell. 3 https://doi.org/10.1038/s42256-024-00800-2 db/journals/natmi/natmi6.html#SoltoggioBBEEGHHIJKLLLM24 streams/journals/natmi

Yunhao Ge Yihe Tang Jiashu Xu Cem Gokmen Chengshu Li 0001 Wensi Ai Benjamin Jose Martinez Arman Aydin Mona Anvari Ayush K. Chakravarthy Hong-Xing Yu Josiah Wong Sanjana Srivastava Sharon Lee Shengxin Zha Laurent Itti Yunzhu Li Roberto Martín-Martín Miao Liu 0007 Pengchuan Zhang Ruohan Zhang Li Fei-Fei 0001 Jiajun Wu 0001 BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation. 22401-22412 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02114 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#GeTXG0AMAACYWSL24 Abby O'Neill Abdul Rehman Abhiram Maddukuri Abhishek Gupta 0004 Abhishek Padalkar Abraham Lee Acorn Pooley Agrim Gupta Ajay Mandlekar Ajinkya Jain Albert Tung Alex Bewley Alexander Herzog Alex Irpan Alexander Khazatsky Anant Rai Anchit Gupta Andrew E. Wang Anikait Singh Animesh Garg Aniruddha Kembhavi Annie Xie Anthony Brohan Antonin Raffin Archit Sharma Arefeh Yavary Arhan Jain Ashwin Balakrishna Ayzaan Wahid Ben Burgess-Limerick Beomjoon Kim Bernhard Schölkopf Blake Wulfe Brian Ichter Cewu Lu Charles Xu 0003 Charlotte Le Chelsea Finn Chen Wang 0053 Chenfeng Xu Cheng Chi 0001 Chenguang Huang Christine Chan Christopher Agia Chuer Pan Chuyuan Fu Coline Devin Danfei Xu Daniel Morton Danny Driess Daphne Chen Deepak Pathak Dhruv Shah Dieter Büchler Dinesh Jayaraman Dmitry Kalashnikov Dorsa Sadigh Edward Johns Ethan Paul Foster Fangchen Liu Federico Ceola Fei Xia 0002 Feiyu Zhao Freek Stulp Gaoyue Zhou Gaurav S. Sukhatme Gautam Salhotra Ge Yan Gilbert Feng Giulio Schiavi Glen Berseth Gregory Kahn Guanzhi Wang Hao Su 0001 Haoshu Fang Haochen Shi Henghui Bao Heni Ben Amor Henrik I. Christensen Hiroki Furuta Homer Walke Hongjie Fang Huy Ha Igor Mordatch Ilija Radosavovic Isabel Leal Jacky Liang Jad Abou-Chakra Jaehyung Kim 0001 Jaimyn Drake Jan Peters 0001 Jan Schneider 0007 Jasmine Hsu Jeannette Bohg Jeffrey T. Bingham Jeffrey Wu Jensen Gao Jiaheng Hu Jiajun Wu 0001 Jialin Wu Jiankai Sun Jianlan Luo Jiayuan Gu Jie Tan 0001 Jihoon Oh Jimmy Wu Jingpei Lu Jingyun Yang Jitendra Malik João Silvério Joey Hejna Jonathan Booher Jonathan Tompson Jonathan Yang Jordi Salvador Joseph J. Lim Junhyek Han Kaiyuan Wang Kanishka Rao Karl Pertsch Karol Hausman Keegan Go Keerthana Gopalakrishnan Ken Goldberg Kendra Byrne Kenneth Oslund Kento Kawaharazuka Kevin Black Kevin Lin Kevin Zhang 0002 Kiana Ehsani Kiran Lekkala Kirsty Ellis Krishan Rana Krishnan Srinivasan Kuan Fang Kunal Pratap Singh Kuo-Hao Zeng Kyle Hatch Kyle Hsu Laurent Itti Lawrence Yunliang Chen Lerrel Pinto Li Fei-Fei 0001 Liam Tan Linxi Jim Fan Lionel Ott Lisa Lee Luca Weihs Magnum Chen Marion Lepert Marius Memmel Masayoshi Tomizuka Masha Itkina Mateo Guaman Castro Max Spero Maximilian Du Michael Ahn Michael C. Yip Mingtong Zhang 0003 Mingyu Ding Minho Heo Mohan Kumar Srirama Mohit Sharma 0001 Moo Jin Kim Naoaki Kanazawa Nicklas Hansen 0001 Nicolas Heess Nikhil J. Joshi Niko Sünderhauf Ning Liu Norman Di Palo Nur Muhammad (Mahi) Shafiullah Oier Mees Oliver Kroemer Osbert Bastani Pannag R. Sanketi Patrick Tree Miller Patrick Yin Paul Wohlhart Peng Xu 0010 Peter David Fagan Peter Mitrano Pierre Sermanet Pieter Abbeel Priya Sundaresan Qiuyu Chen Quan Vuong Rafael Rafailov Ran Tian Ria Doshi Roberto Martín-Martín Rohan Baijal Rosario Scalise Rose Hendrix Roy Lin Runjia Qian Ruohan Zhang Russell Mendonca Rutav Shah Ryan Hoque Ryan Julian Samuel Bustamante-Gomez Sean Kirmani Sergey Levine Shan Lin Sherry Moore Shikhar Bahl Shivin Dass Shubham D. Sonawani Shuran Song Sichun Xu Siddhant Haldar Siddharth Karamcheti Simeon Adebola Simon Guist Soroush Nasiriany Stefan Schaal Stefan Welker Stephen Tian Subramanian Ramamoorthy Sudeep Dasari Suneel Belkhale Sungjae Park Suraj Nair 0003 Suvir Mirchandani Takayuki Osa Tanmay Gupta Tatsuya Harada Tatsuya Matsushima Ted Xiao Thomas Kollar Tianhe Yu Tianli Ding Todor Davchev Tony Z. Zhao Travis Armstrong Trevor Darrell Trinity Chung Vidhi Jain Vincent Vanhoucke Wei Zhan Wenxuan Zhou Wolfram Burgard Xi Chen Xiaolong Wang 0004 Xinghao Zhu Xinyang Geng Xiyuan Liu Liangwei Xu Xuanlin Li Yao Lu Yecheng Jason Ma 0001 Yejin Kim 0003 Yevgen Chebotar Yifan Zhou Yifeng Zhu Yilin Wu 0003 Ying Xu Yixuan Wang Yonatan Bisk Yoonyoung Cho Youngwoon Lee Yuchen Cui Yue Cao Yueh-Hua Wu Yujin Tang Yuke Zhu Yunchu Zhang Yunfan Jiang 0001 Yunshuang Li Yunzhu Li Yusuke Iwasawa Yutaka Matsuo Zehan Ma Zhuo Xu Zichen Jeff Cui Zichen Zhang 0016 Zipeng Lin Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration. 6892-6903 2024 ICRA https://doi.org/10.1109/ICRA57147.2024.10611477 https://www.wikidata.org/entity/Q130927398 conf/icra/2024 db/conf/icra/icra2024.html#ONeillRMGPLPGMJ24 Kiran Lekkala Henghui Bao Peixu Cai Wei Lim Chen Liu Laurent Itti USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/628433f240414517fd95164b4275f5cc-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#LekkalaBCLLI24 Kiran Lekkala Eshan Bhargava Laurent Itti Evaluating Pretrained Models for Deployable Lifelong Learning. 561-569 2024 WACV (Workshops) https://doi.org/10.1109/WACVW60836.2024.00065 conf/wacv/2024w db/conf/wacv/wacv2024w.html#LekkalaBI24

Yunhao Ge Yihe Tang Jiashu Xu Cem Gokmen Chengshu Li 0002 Wensi Ai Benjamin Jose Martinez Arman Aydin Mona Anvari Ayush K. Chakravarthy Hong-Xing Yu Josiah Wong Sanjana Srivastava Sharon Lee Shengxin Zha Laurent Itti Yunzhu Li Roberto Martín-Martín Miao Liu 0007 Pengchuan Zhang Ruohan Zhang Li Fei-Fei 0001 Jiajun Wu 0001 BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation. 2024 abs/2405.09546 CoRR https://doi.org/10.48550/arXiv.2405.09546 db/journals/corr/corr2405.html#abs-2405-09546

Adam M. Jones Gozde Sahin Zachary William Murdock Yunhao Ge Ao Xu Yuecheng Li Di Wu Shuo Ni Po-Hsuan Huang Kiran Lekkala Laurent Itti USC-DCT: A Collection of Diverse Classification Tasks. 153 2023 8 Data 10 https://doi.org/10.3390/data8100153 db/journals/data/data8.html#JonesSMGXLWNHLI23

Guokai Zhang Dandan Zhu Xiao Liu 0030 Mingle Chen Laurent Itti Ye Luo Jianwei Lu Multi-scale pulmonary nodule classification with deep feature fusion via residual network. 14829-14840 2023 14 J. Ambient Intell. Humaniz. Comput. 11 https://doi.org/10.1007/s12652-018-1132-5 db/journals/jaihc/jaihc14.html#ZhangZ0CILL23

Yunhao Ge Sercan Ö. Arik Jinsung Yoon Ao Xu Laurent Itti Tomas Pfister Invariant Structure Learning for Better Generalization and Causal Explainability. 2023 2023 Trans. Mach. Learn. Res. https://openreview.net/forum?id=A9yn7KTwsK db/journals/tmlr/tmlr2023.html#GeAYXIP23

Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M. Jones Amanda Sofie Rios Iordanis Fostiropoulos Shixian Wen Po-Hsuan Huang Zachary William Murdock Gozde Sahin Shuo Ni Kiran Lekkala Sumedh Anand Sontakke Laurent Itti Lightweight Learner for Shared Knowledge Lifelong Learning. 2023 2023 Trans. Mach. Learn. Res. https://openreview.net/forum?id=Jjl2c8kWUc db/journals/tmlr/tmlr2023.html#GeLWXJRFWHMSNLS23

Iordanis Fostiropoulos Laurent Itti ABLATOR: Robust Horizontal-Scaling of Machine Learning Ablation Experiments. 19/1-15 2023 AutoML https://proceedings.mlr.press/v224/fostiropoulos23a.html conf/automl/2023 db/conf/automl/automl2023.html#FostiropoulosI23 Iordanis Fostiropoulos Bowman Brown Laurent Itti Reproducibility Requires Consolidated Artifacts. 100-101 2023 CAIN https://doi.org/10.1109/CAIN58948.2023.00025 conf/cain/2023 db/conf/cain/cain2023.html#FostiropoulosBI23 Iordanis Fostiropoulos Jiaye Zhu Laurent Itti Batch Model Consolidation: A Multi-Task Model Consolidation Framework. 3664-3676 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00357 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#FostiropoulosZI23 Yunhao Ge Jie Ren 0006 Andrew Gallagher Yuxiao Wang 0001 Ming-Hsuan Yang 0001 Hartwig Adam Laurent Itti Balaji Lakshminarayanan Jiaping Zhao Improving Zero-shot Generalization and Robustness of Multi-Modal Models. 11093-11101 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01067 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#Ge0G00AILZ23 Yunhao Ge Yuecheng Li Shuo Ni Jiaping Zhao Ming-Hsuan Yang 0001 Laurent Itti CLR: Channel-wise Lightweight Reprogramming for Continual Learning. 18752-18762 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01723 conf/iccv/2023 db/conf/iccv/iccv2023.html#GeLNZ0I23 Yunhao Ge Hong-Xing Yu Cheng Zhao 0002 Yuliang Guo Xinyu Huang 0001 Liu Ren Laurent Itti Jiajun Wu 0001 3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/370fa2e691f57eb319bc263a07dad4a5-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#GeYZG0RI023 Sumedh Sontakke Jesse Zhang Sébastien M. R. Arnold Karl Pertsch Erdem Biyik Dorsa Sadigh Chelsea Finn Laurent Itti RoboCLIP: One Demonstration is Enough to Learn Robot Policies. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/ae54ce310476218f26dd48c1626d5187-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#SontakkeZAPBSFI23 Yunhao Ge Zhi Xu 0013 Yao Xiao Gan Xin Yunkui Pang Laurent Itti Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization. 4750-4758 2023 WACV https://doi.org/10.1109/WACV56688.2023.00474 conf/wacv/2023 db/conf/wacv/wacv2023.html#GeXXXPI23 Gozde Sahin Laurent Itti HOOT: Heavy Occlusions in Object Tracking Benchmark. 4819-4828 2023 WACV https://doi.org/10.1109/WACV56688.2023.00481 conf/wacv/2023 db/conf/wacv/wacv2023.html#SahinI23

Iordanis Fostiropoulos Bowman Brown Laurent Itti Reproducibility Requires Consolidated Artifacts. 2023 abs/2305.12571 CoRR https://doi.org/10.48550/arXiv.2305.12571 db/journals/corr/corr2305.html#abs-2305-12571

Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M. Jones Amanda Sofie Rios Iordanis Fostiropoulos Shixian Wen Po-Hsuan Huang Zachary William Murdock Gozde Sahin Shuo Ni Kiran Lekkala Sumedh Anand Sontakke Laurent Itti Lightweight Learner for Shared Knowledge Lifelong Learning. 2023 abs/2305.15591 CoRR https://doi.org/10.48550/arXiv.2305.15591 db/journals/corr/corr2305.html#abs-2305-15591

Iordanis Fostiropoulos Jiaye Zhu Laurent Itti Batch Model Consolidation: A Multi-Task Model Consolidation Framework. 2023 abs/2305.16484 CoRR https://doi.org/10.48550/arXiv.2305.16484 db/journals/corr/corr2305.html#abs-2305-16484

Yunhao Ge Jie Ren 0006 Jiaping Zhao Kaifeng Chen Andrew Gallagher Laurent Itti Balaji Lakshminarayanan Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models. 2023 abs/2305.17207 CoRR https://doi.org/10.48550/arXiv.2305.17207 db/journals/corr/corr2305.html#abs-2305-17207

Yunhao Ge Yuecheng Li Shuo Ni Jiaping Zhao Ming-Hsuan Yang 0001 Laurent Itti CLR: Channel-wise Lightweight Reprogramming for Continual Learning. 2023 abs/2307.11386 CoRR https://doi.org/10.48550/arXiv.2307.11386 db/journals/corr/corr2307.html#abs-2307-11386

Yunhao Ge Jiashu Xu Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation. 2023 abs/2309.05956 CoRR https://doi.org/10.48550/arXiv.2309.05956 db/journals/corr/corr2309.html#abs-2309-05956

Sumedh A. Sontakke Jesse Zhang Sébastien M. R. Arnold Karl Pertsch Erdem Biyik Dorsa Sadigh Chelsea Finn Laurent Itti RoboCLIP: One Demonstration is Enough to Learn Robot Policies. 2023 abs/2310.07899 CoRR https://doi.org/10.48550/arXiv.2310.07899 db/journals/corr/corr2310.html#abs-2310-07899

Chen Liu Kiran Lekkala Laurent Itti World Model Based Sim2Real Transfer for Visual Navigation. 2023 abs/2310.18847 CoRR https://doi.org/10.48550/arXiv.2310.18847 db/journals/corr/corr2310.html#abs-2310-18847

Kiran Lekkala Eshan Bhargava Laurent Itti Evaluating Pretrained models for Deployable Lifelong Learning. 2023 abs/2311.13648 CoRR https://doi.org/10.48550/arXiv.2311.13648 db/journals/corr/corr2311.html#abs-2311-13648

Yunhao Ge Hong-Xing Yu Cheng Zhao 0002 Yuliang Guo Xinyu Huang 0001 Liu Ren Laurent Itti Jiajun Wu 0001 3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection. 2023 abs/2312.05277 CoRR https://doi.org/10.48550/arXiv.2312.05277 db/journals/corr/corr2312.html#abs-2312-05277

Kiran Lekkala Henghui Bao Sumedh Sontakke Laurent Itti Value Explicit Pretraining for Goal-Based Transfer Learning. 2023 abs/2312.12339 CoRR https://doi.org/10.48550/arXiv.2312.12339 db/journals/corr/corr2312.html#abs-2312-12339

Brian Nlong Zhao Yuhang Xiao Jiashu Xu Xinyang Jiang Yifan Yang 0004 Dongsheng Li 0002 Laurent Itti Vibhav Vineet Yunhao Ge DreamDistribution: Prompt Distribution Learning for Text-to-Image Diffusion Models. 2023 abs/2312.14216 CoRR https://doi.org/10.48550/arXiv.2312.14216 db/journals/corr/corr2312.html#abs-2312-14216

Shixian Wen Amanda Rios Yunhao Ge Laurent Itti Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems. 3778-3791 2022 33 IEEE Trans. Neural Networks Learn. Syst. 8 https://doi.org/10.1109/TNNLS.2021.3054423 https://www.wikidata.org/entity/Q114932678 db/journals/tnn/tnn33.html#WenRGI22

Sumedh A. Sontakke Stephen Iota Zizhao Hu Arash Mehrjou Laurent Itti Bernhard Schölkopf GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL. 7518-7530 2022 AISTATS https://proceedings.mlr.press/v151/sontakke22a.html conf/aistats/2022 db/conf/aistats/aistats2022.html#SontakkeIHMIS22 Yunhao Ge Yao Xiao Zhi Xu 0013 Xingrui Wang Laurent Itti Contributions of Shape, Texture, and Color in Visual Recognition. 369-386 2022 ECCV (12) https://doi.org/10.1007/978-3-031-19775-8_22 conf/eccv/2022-12 db/conf/eccv/eccv2022-12.html#GeXXWI22 Yunhao Ge Harkirat S. Behl Jiashu Xu Suriya Gunasekar Neel Joshi Yale Song Xin Wang 0066 Laurent Itti Vibhav Vineet Neural-Sim: Learning to Generate Training Data with NeRF. 477-493 2022 ECCV (23) https://doi.org/10.1007/978-3-031-20050-2_28 conf/eccv/2022-23 db/conf/eccv/eccv2022-23.html#GeBXGJSWIV22 Amanda Rios Nilesh A. Ahuja Ibrahima J. Ndiour Ergin Utku Genc Laurent Itti Omesh Tickoo incDFM: Incremental Deep Feature Modeling for Continual Novelty Detection. 588-604 2022 ECCV (25) https://doi.org/10.1007/978-3-031-19806-9_34 conf/eccv/2022-25 db/conf/eccv/eccv2022-25.html#RiosANGIT22 S. Roychowdhury Sumedh A. Sontakke Laurent Itti M. Sarkar Milan Aggarwal Pinkesh Badjatiya Nikaash Puri Balaji Krishnamurthy SHERLock: Self-Supervised Hierarchical Event Representation Learning. 2672-2678 2022 ICPR https://doi.org/10.1109/ICPR56361.2022.9956696 conf/icpr/2022 db/conf/icpr/icpr2022.html#RoychowdhurySIS22

Shixian Wen Amanda Sofie Rios Kiran Lekkala Laurent Itti What can we learn from misclassified ImageNet images? 2022 abs/2201.08098 CoRR https://arxiv.org/abs/2201.08098 db/journals/corr/corr2201.html#abs-2201-08098

Sumedh A. Sontakke Buvaneswari Ramanan Laurent Itti Thomas Woo Model2Detector: Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps. 2022 abs/2202.11226 CoRR https://arxiv.org/abs/2202.11226 db/journals/corr/corr2202.html#abs-2202-11226

Yunhao Ge Sercan Ö. Arik Jinsung Yoon Ao Xu Laurent Itti Tomas Pfister Invariant Structure Learning for Better Generalization and Causal Explainability. 2022 abs/2206.06469 CoRR https://doi.org/10.48550/arXiv.2206.06469 db/journals/corr/corr2206.html#abs-2206-06469

Yunhao Ge Jiashu Xu Brian Nlong Zhao Laurent Itti Vibhav Vineet DALL-E for Detection: Language-driven Context Image Synthesis for Object Detection. 2022 abs/2206.09592 CoRR https://doi.org/10.48550/arXiv.2206.09592 db/journals/corr/corr2206.html#abs-2206-09592

Yunhao Ge Yao Xiao Zhi Xu 0013 Xingrui Wang Laurent Itti Contributions of Shape, Texture, and Color in Visual Recognition. 2022 abs/2207.09510 CoRR https://doi.org/10.48550/arXiv.2207.09510 db/journals/corr/corr2207.html#abs-2207-09510

Yunhao Ge Harkirat S. Behl Jiashu Xu Suriya Gunasekar Neel Joshi Yale Song Xin Wang 0066 Laurent Itti Vibhav Vineet Neural-Sim: Learning to Generate Training Data with NeRF. 2022 abs/2207.11368 CoRR https://doi.org/10.48550/arXiv.2207.11368 db/journals/corr/corr2207.html#abs-2207-11368

Iordanis Fostiropoulos Laurent Itti Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network. 2022 abs/2211.14424 CoRR https://doi.org/10.48550/arXiv.2211.14424 db/journals/corr/corr2211.html#abs-2211-14424

Yixin Xu 0001 Zijian Zhao 0001 Yi Xiao 0008 Tongguang Yu Halid Mulaosmanovic Dominik Kleimaier Stefan Dünkel Sven Beyer Xiao Gong Rajiv V. Joshi X. Sharon Hu Shixian Wen Amanda Sofie Rios Kiran Lekkala Laurent Itti Eric Homan Sumitha George Vijaykrishnan Narayanan Kai Ni 0004 Ferroelectric FET based Context-Switching FPGA Enabling Dynamic Reconfiguration for Adaptive Deep Learning Machines. 2022 abs/2212.00089 CoRR https://doi.org/10.48550/arXiv.2212.00089 db/journals/corr/corr2212.html#abs-2212-00089

Yunhao Ge Jie Ren 0006 Yuxiao Wang 0001 Andrew Gallagher Ming-Hsuan Yang 0001 Laurent Itti Hartwig Adam Balaji Lakshminarayanan Jiaping Zhao Improving Zero-shot Generalization and Robustness of Multi-modal Models. 2022 abs/2212.01758 CoRR https://doi.org/10.48550/arXiv.2212.01758 db/journals/corr/corr2212.html#abs-2212-01758

Yunhao Ge Jiashu Xu Brian Nlong Zhao Laurent Itti Vibhav Vineet EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation. 2022 abs/2212.07629 CoRR https://doi.org/10.48550/arXiv.2212.07629 db/journals/corr/corr2212.html#abs-2212-07629

Yunhao Ge Yao Xiao Zhi Xu 0013 Meng Zheng 0002 Srikrishna Karanam Terrence Chen Laurent Itti Ziyan Wu 0001 A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts. 2195-2204 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Ge_A_Peek_Into_the_Reasoning_of_Neural_Networks_Interpreting_With_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00223 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#GeXXZKCIW21 Gozde Sahin Laurent Itti Multi-Task Occlusion Learning for Real-Time Visual Object Tracking. 524-528 2021 ICIP https://doi.org/10.1109/ICIP42928.2021.9506239 conf/icip/2021 db/conf/icip/icip2021.html#SahinI21 Yunhao Ge Sami Abu-El-Haija Gan Xin Laurent Itti Zero-shot Synthesis with Group-Supervised Learning. 2021 ICLR https://openreview.net/forum?id=8wqCDnBmnrT conf/iclr/2021 db/conf/iclr/iclr2021.html#GeAXI21 Sumedh A. Sontakke Arash Mehrjou Laurent Itti Bernhard Schölkopf Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning. 9848-9858 2021 ICML http://proceedings.mlr.press/v139/sontakke21a.html conf/icml/2021 db/conf/icml/icml2021.html#SontakkeMIS21 Kiran Lekkala Laurent Itti Shaped Policy Search for Evolutionary Strategies using Waypoints<sup>*</sup>. 9093-9100 2021 ICRA https://doi.org/10.1109/ICRA48506.2021.9561607 conf/icra/2021 db/conf/icra/icra2021.html#LekkalaI21

Yunhao Ge Yao Xiao Zhi Xu 0013 Meng Zheng 0002 Srikrishna Karanam Terrence Chen Laurent Itti Ziyan Wu 0001 A Peek Into the Reasoning of Neural Networks: Interpreting with Structural Visual Concepts. 2021 abs/2105.00290 CoRR https://arxiv.org/abs/2105.00290 db/journals/corr/corr2105.html#abs-2105-00290

Kiran Lekkala Laurent Itti Shaped Policy Search for Evolutionary Strategies using Waypoints. 2021 abs/2105.14639 CoRR https://arxiv.org/abs/2105.14639 db/journals/corr/corr2105.html#abs-2105-14639

Sumedh A. Sontakke Sumegh Roychowdhury Mausoom Sarkar Nikaash Puri Balaji Krishnamurthy Laurent Itti Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms. 2021 abs/2109.03813 CoRR https://arxiv.org/abs/2109.03813 db/journals/corr/corr2109.html#abs-2109-03813

Yunhao Ge Zhi Xu 0013 Yao Xiao Gan Xin Yunkui Pang Laurent Itti Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization. 2021 abs/2112.03163 CoRR https://arxiv.org/abs/2112.03163 db/journals/corr/corr2112.html#abs-2112-03163

Jatuporn Toy Leksut Jiaping Zhao Laurent Itti Learning visual variation for object recognition. 103912 2020 98 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2020.103912 db/journals/ivc/ivc98.html#LeksutZI20

Yunhao Ge Jiaping Zhao Laurent Itti Pose Augmentation: Class-Agnostic Object Pose Transformation for Object Recognition. 138-155 2020 ECCV (28) https://doi.org/10.1007/978-3-030-58604-1_9 conf/eccv/2020-28 db/conf/eccv/eccv2020-28.html#GeZI20 Amanda Rios Laurent Itti Lifelong Learning Without a Task Oracle. 255-263 2020 ICTAI https://doi.org/10.1109/ICTAI50040.2020.00049 conf/ictai/2020 db/conf/ictai/ictai2020.html#RiosI20

Yunhao Ge Jiaping Zhao Laurent Itti Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition. 2020 abs/2003.08526 CoRR https://arxiv.org/abs/2003.08526 db/journals/corr/corr2003.html#abs-2003-08526

Kiran Lekkala Laurent Itti Attentive Feature Reuse for Multi Task Meta learning. 2020 abs/2006.07438 CoRR https://arxiv.org/abs/2006.07438 db/journals/corr/corr2006.html#abs-2006-07438

Yunhao Ge Sami Abu-El-Haija Gan Xin Laurent Itti Zero-shot Synthesis with Group-Supervised Learning. 2020 abs/2009.06586 CoRR https://arxiv.org/abs/2009.06586 db/journals/corr/corr2009.html#abs-2009-06586

Shixian Wen Laurent Itti Beneficial Perturbations Network for Defending Adversarial Examples. 2020 abs/2009.12724 CoRR https://arxiv.org/abs/2009.12724 db/journals/corr/corr2009.html#abs-2009-12724

Shixian Wen Amanda Rios Yunhao Ge Laurent Itti Beneficial Perturbation Network for designing general adaptive artificial intelligence systems. 2020 abs/2009.13954 CoRR https://arxiv.org/abs/2009.13954 db/journals/corr/corr2009.html#abs-2009-13954

Sumegh Roychowdhury Sumedh A. Sontakke Nikaash Puri Mausoom Sarkar Milan Aggarwal Pinkesh Badjatiya Balaji Krishnamurthy Laurent Itti Unsupervised Hierarchical Concept Learning. 2020 abs/2010.02556 CoRR https://arxiv.org/abs/2010.02556 db/journals/corr/corr2010.html#abs-2010-02556

Sumedh A. Sontakke Arash Mehrjou Laurent Itti Bernhard Schölkopf Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning. 2020 abs/2010.03110 CoRR https://arxiv.org/abs/2010.03110 db/journals/corr/corr2010.html#abs-2010-03110

Amanda Rios Laurent Itti Lifelong Learning Without a Task Oracle. 2020 abs/2011.04783 CoRR https://arxiv.org/abs/2011.04783 db/journals/corr/corr2011.html#abs-2011-04783

W. Shane Grant Randolph C. Voorhies Laurent Itti Efficient Velodyne SLAM with point and plane features. 1207-1224 2019 43 Auton. Robots 5 https://doi.org/10.1007/s10514-018-9794-6 https://www.wikidata.org/entity/Q129406111 db/journals/arobots/arobots43.html#GrantVI19

W. Shane Grant Laurent Itti Learning Invariant Features in Modulatory Networks through Conflict and Ambiguity. 2019 31 Neural Comput. 2 https://doi.org/10.1162/neco_a_01156 https://www.wikidata.org/entity/Q90701083 db/journals/neco/neco31.html#GrantI19

Kazuhide Okamoto Laurent Itti Panagiotis Tsiotras Vision-Based Autonomous Path Following Using a Human Driver Control Model With Reliable Input-Feature Value Estimation. 497-506 2019 4 IEEE Trans. Intell. Veh. 3 https://doi.org/10.1109/TIV.2019.2919476 https://www.wikidata.org/entity/Q127804036 db/journals/tiv/tiv4.html#OkamotoIT19

Amanda Rios Laurent Itti Closed-Loop Memory GAN for Continual Learning. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/462 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#RiosI19 3332-3338 Jens Windau Laurent Itti Inertial-based Motion Capturing and Smart Training System. 4027-4034 2019 IROS https://doi.org/10.1109/IROS40897.2019.8967727 conf/iros/2019 db/conf/iros/iros2019.html#WindauI19 Lauren Klein Laurent Itti Beth A. Smith Marcelo R. Rosales Stefanos Nikolaidis Maja J. Mataric Surprise! Predicting Infant Visual Attention in a Socially Assistive Robot Contingent Learning Paradigm. 1-7 2019 RO-MAN https://doi.org/10.1109/RO-MAN46459.2019.8956385 conf/ro-man/2019 db/conf/ro-man/ro-man2019.html#KleinISRNM19 Laurent Itti Lessons from neuroscience. 70 2019 WWW (Companion Volume) https://doi.org/10.1145/3308560.3317091 conf/www/2019c db/conf/www/www2019c.html#Itti19

Amy Zhang 0001 Zachary C. Lipton Luis Pineda Kamyar Azizzadenesheli Anima Anandkumar Laurent Itti Joelle Pineau Tommaso Furlanello Learning Causal State Representations of Partially Observable Environments. 2019 abs/1906.10437 CoRR http://arxiv.org/abs/1906.10437 db/journals/corr/corr1906.html#abs-1906-10437

Shixian Wen Laurent Itti Beneficial perturbation network for continual learning. 2019 abs/1906.10528 CoRR http://arxiv.org/abs/1906.10528 db/journals/corr/corr1906.html#abs-1906-10528

Shixian Wen Laurent Itti Adversarial Training: embedding adversarial perturbations into the parameter space of a neural network to build a robust system. 2019 abs/1910.04279 CoRR http://arxiv.org/abs/1910.04279 db/journals/corr/corr1910.html#abs-1910-04279

Kiran Lekkala Sami Abu-El-Haija Laurent Itti Meta Adaptation using Importance Weighted Demonstrations. 2019 abs/1911.10322 CoRR http://arxiv.org/abs/1911.10322 db/journals/corr/corr1911.html#abs-1911-10322

Dandan Zhu Ye Luo Lei Dai Xuan Shao Qiangqiang Zhou Laurent Itti Jianwei Lu Salient object detection via a local and global method based on deep residual network. 1-9 2018 54 J. Vis. Commun. Image Represent. https://doi.org/10.1016/j.jvcir.2018.03.017 https://www.wikidata.org/entity/Q129921903 db/journals/jvcir/jvcir54.html#ZhuLDSZIL18

Jiaping Zhao Laurent Itti shapeDTW: Shape Dynamic Time Warping. 171-184 2018 74 Pattern Recognit. https://doi.org/10.1016/j.patcog.2017.09.020 db/journals/pr/pr74.html#ZhaoI18

Dandan Zhu Lei Dai Ye Luo Guokai Zhang Xuan Shao Laurent Itti Jianwei Lu Multi-Scale Adversarial Feature Learning for Saliency Detection. 457 2018 10 Symmetry 10 https://doi.org/10.3390/sym10100457 https://www.wikidata.org/entity/Q129164411 db/journals/symmetry/symmetry10.html#ZhuDLZSIL18

Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar Born-Again Neural Networks. 1602-1611 2018 ICML http://proceedings.mlr.press/v80/furlanello18a.html conf/icml/2018 db/conf/icml/icml2018.html#FurlanelloLTIA18 Chin-Kai Chang Jiaping Zhao Laurent Itti DeepVP: Deep Learning for Vanishing Point Detection on 1 Million Street View Images. 1-8 2018 ICRA https://doi.org/10.1109/ICRA.2018.8460499 conf/icra/2018 db/conf/icra/icra2018.html#ChangZI18 Jens Windau Laurent Itti Inertial Machine Monitoring System for Automated Failure Detection. 93-98 2018 ICRA https://doi.org/10.1109/ICRA.2018.8461266 conf/icra/2018 db/conf/icra/icra2018.html#WindauI18

Tommaso Furlanello Zachary C. Lipton Michael Tschannen Laurent Itti Anima Anandkumar Born Again Neural Networks. 2018 abs/1805.04770 CoRR http://arxiv.org/abs/1805.04770 db/journals/corr/corr1805.html#abs-1805-04770

Shixian Wen Laurent Itti Overcoming catastrophic forgetting problem by weight consolidation and long-term memory. 2018 abs/1805.07441 CoRR http://arxiv.org/abs/1805.07441 db/journals/corr/corr1805.html#abs-1805-07441

Amanda Rios Laurent Itti Closed-Loop GAN for continual Learning. 2018 abs/1811.01146 CoRR http://arxiv.org/abs/1811.01146 db/journals/corr/corr1811.html#abs-1811-01146

Peter A. Zientara Sooyeon Lee Gus Henry Smith Rorry Brenner Laurent Itti Mary Beth Rosson John M. Carroll 0001 Kevin M. Irick Vijaykrishnan Narayanan Third Eye: A Shopping Assistant for the Visually Impaired. 16-24 2017 50 Computer 2 https://doi.org/10.1109/MC.2017.36 http://doi.ieeecomputersociety.org/10.1109/MC.2017.36 db/journals/computer/computer50.html#ZientaraLSBIRCI17

Dandan Zhu Lei Dai Xuan Shao Qiangqiang Zhou Laurent Itti Ye Luo Jianwei Lu Image salient object detection with refined deep features via convolution neural network. 63018 2017 26 J. Electronic Imaging 6 https://doi.org/10.1117/1.JEI.26.6.063018 db/journals/jei/jei26.html#ZhuDSZILL17

W. Shane Grant James Tanner Laurent Itti Biologically plausible learning in neural networks with modulatory feedback. 32-48 2017 88 Neural Networks https://doi.org/10.1016/j.neunet.2017.01.007 https://www.wikidata.org/entity/Q46437976 db/journals/nn/nn88.html#GrantTI17

Dandan Zhu Ye Luo Xuan Shao Laurent Itti Jianwei Lu Saliency prediction based on new deep multi-layer convolution neural network. 2711-2715 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296775 conf/icip/2017 db/conf/icip/icip2017.html#ZhuLSIL17 Xuan Shao Ye Luo Dandan Zhu Shuqin Li Laurent Itti Jianwei Lu Scanpath Prediction Based on High-Level Features and Memory Bias. 3-13 2017 ICONIP (3) https://doi.org/10.1007/978-3-319-70090-8_1 conf/iconip/2017-3 db/conf/iconip/iconip2017-3.html#ShaoLZLIL17 Dandan Zhu Ye Luo Lei Dai Xuan Shao Laurent Itti Jianwei Lu Deep Salient Object Detection via Hierarchical Network Learning. 319-329 2017 ICONIP (3) https://doi.org/10.1007/978-3-319-70090-8_33 conf/iconip/2017-3 db/conf/iconip/iconip2017-3.html#ZhuLDSIL17 Jiaping Zhao Laurent Itti Improved Deep Learning of Object Category Using Pose Information. 550-559 2017 WACV https://doi.org/10.1109/WACV.2017.67 https://doi.ieeecomputersociety.org/10.1109/WACV.2017.67 conf/wacv/2017 db/conf/wacv/wacv2017.html#ZhaoI17 Jiaping Zhao Chin-Kai Chang Laurent Itti Learning to Recognize Objects by Retaining Other Factors of Variation. 560-568 2017 WACV https://doi.org/10.1109/WACV.2017.68 https://doi.ieeecomputersociety.org/10.1109/WACV.2017.68 conf/wacv/2017 db/conf/wacv/wacv2017.html#ZhaoCI17

Jingwei Wang Ali Borji C.-C. Jay Kuo Laurent Itti Learning a Combined Model of Visual Saliency for Fixation Prediction. 1566-1579 2016 25 IEEE Trans. Image Process. 4 https://doi.org/10.1109/TIP.2016.2522380 https://www.wikidata.org/entity/Q38396492 db/journals/tip/tip25.html#WangBKI16

Jiaping Zhao Laurent Itti Classifying Time Series Using Local Descriptors with Hybrid Sampling. 623-637 2016 28 IEEE Trans. Knowl. Data Eng. 3 https://doi.org/10.1109/TKDE.2015.2492558 http://doi.ieeecomputersociety.org/10.1109/TKDE.2015.2492558 db/journals/tkde/tkde28.html#ZhaoI16

Ali Borji Saeed Izadi Laurent Itti iLab-20M: A Large-Scale Controlled Object Dataset to Investigate Deep Learning. 2221-2230 2016 CVPR https://doi.org/10.1109/CVPR.2016.244 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.244 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#BorjiII16 Rorry Brenner Jay Priyadarshi Laurent Itti Perfect Accuracy with Human-in-the-Loop Object Detection. 360-374 2016 ECCV Workshops (2) https://doi.org/10.1007/978-3-319-48881-3_25 conf/eccv/2016w2 db/conf/eccv/eccv2016w2.html#BrennerPI16 Jens Windau Laurent Itti Walking compass with head-mounted IMU sensor. 5542-5547 2016 ICRA https://doi.org/10.1109/ICRA.2016.7487770 conf/icra/2016 db/conf/icra/icra2016.html#WindauI16 Linqing Liu Yao Lu Ye Luo Renxian Zhang Laurent Itti Jianwei Lu Detecting "Smart" Spammers on Social Network: A Topic Model Approach. 45-50 2016 SRW@HLT-NAACL https://doi.org/10.18653/v1/n16-2007 https://aclanthology.org/N16-2007/ conf/naacl/2016s db/conf/naacl/naacl2016s.html#LiuLLZIL16 Jiaping Zhao Laurent Itti Decomposing time series with application to temporal segmentation. 1-9 2016 WACV https://doi.org/10.1109/WACV.2016.7477722 https://doi.ieeecomputersociety.org/10.1109/WACV.2016.7477722 conf/wacv/2016 db/conf/wacv/wacv2016.html#ZhaoI16

Linqing Liu Yao Lu Ye Luo Renxian Zhang Laurent Itti Jianwei Lu Detecting "Smart" Spammers On Social Network: A Topic Model Approach. 2016 abs/1604.08504 CoRR http://arxiv.org/abs/1604.08504 db/journals/corr/corr1604.html#LiuLLZIL16

Jiaping Zhao Laurent Itti shapeDTW: shape Dynamic Time Warping. 2016 abs/1606.01601 CoRR http://arxiv.org/abs/1606.01601 db/journals/corr/corr1606.html#ZhaoI16

Tommaso Furlanello Jiaping Zhao Andrew M. Saxe Laurent Itti Bosco S. Tjan Active Long Term Memory Networks. 2016 abs/1606.02355 CoRR http://arxiv.org/abs/1606.02355 db/journals/corr/corr1606.html#FurlanelloZSIT16

Jiaping Zhao Zerong Xi Laurent Itti metricDTW: local distance metric learning in Dynamic Time Warping. 2016 abs/1606.03628 CoRR http://arxiv.org/abs/1606.03628 db/journals/corr/corr1606.html#ZhaoXI16

Jiaping Zhao Laurent Itti Improved Deep Learning of Object Category using Pose Information. 2016 abs/1607.05836 CoRR http://arxiv.org/abs/1607.05836 db/journals/corr/corr1607.html#ZhaoI16a

Jiaping Zhao Chin-Kai Chang Laurent Itti Learning to Recognize Objects by Retaining other Factors of Variation. 2016 abs/1607.05851 CoRR http://arxiv.org/abs/1607.05851 db/journals/corr/corr1607.html#ZhaoCI16

Sílvio Filipe Laurent Itti Luís A. Alexandre BIK-BUS: Biologically Motivated 3D Keypoint Based on Bottom-Up Saliency. 163-175 2015 24 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2014.2371532 https://www.wikidata.org/entity/Q47707321 db/journals/tip/tip24.html#FilipeIA15

Jiaping Zhao Christian Siagian Laurent Itti Fixation bank: Learning to reweight fixation candidates. 3174-3182 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298937 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298937 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#ZhaoSI15 Farhan Baluch Laurent Itti Mining Videos for Features that Drive Attention. 311-326 2015 Multimedia Data Mining and Analytics https://doi.org/10.1007/978-3-319-14998-1_14 books/sp/BGPP2015 db/books/collections/BGPP2015.html#BaluchI15

Ali Borji Laurent Itti CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research. 2015 abs/1505.03581 CoRR http://arxiv.org/abs/1505.03581 db/journals/corr/corr1505.html#BorjiI15

Laurent Itti Ali Borji Computational models of attention. 2015 abs/1510.07182 CoRR http://arxiv.org/abs/1510.07182 db/journals/corr/corr1510.html#IttiB15

Laurent Itti Ali Borji Computational models: Bottom-up and top-down aspects. 2015 abs/1510.07748 CoRR http://arxiv.org/abs/1510.07748 db/journals/corr/corr1510.html#IttiB15a

Ali Borji Saeed Izadi Laurent Itti What can we learn about CNNs from a large scale controlled object dataset? 2015 abs/1512.01320 CoRR http://arxiv.org/abs/1512.01320 db/journals/corr/corr1512.html#BorjiII15

Ali Borji Laurent Itti Optimal attentional modulation of a neural population. 2014 8 Frontiers Comput. Neurosci. https://doi.org/10.3389/fncom.2014.00034 https://www.wikidata.org/entity/Q37678891 db/journals/ficn/ficn8.html#BorjiI14 34

Christian Siagian Chin-Kai Chang Laurent Itti Autonomous Mobile Robot Localization and Navigation Using a Hierarchical Map Representation Primarily Guided by Vision. 408-440 2014 31 J. Field Robotics 3 https://doi.org/10.1002/rob.21505 db/journals/jfr/jfr31.html#SiagianCI14

Ali Borji Dicky N. Sihite Laurent Itti What/Where to Look Next? Modeling Top-Down Visual Attention in Complex Interactive Environments. 523-538 2014 44 IEEE Trans. Syst. Man Cybern. Syst. 5 https://doi.org/10.1109/TSMC.2013.2279715 db/journals/tsmc/tsmc44.html#BorjiSI14

Ali Borji Laurent Itti Human vs. Computer in Scene and Object Recognition. 113-120 2014 CVPR https://doi.org/10.1109/CVPR.2014.22 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.22 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#BorjiI14 Kaveri A. Thakoor Nii Mante Carey Zhang Christian Siagian James D. Weiland Laurent Itti Gérard G. Medioni A System for Assisting the Visually Impaired in Localization and Grasp of Desired Objects. 643-657 2014 ECCV Workshops (3) https://doi.org/10.1007/978-3-319-16199-0_45 conf/eccv/2014w3 db/conf/eccv/eccv2014w3.html#ThakoorMZSWIM14 Daniel F. Parks Laurent Itti Integrating human context and occlusion reasoning to improve handheld object tracking. 436-440 2014 ICIP https://doi.org/10.1109/ICIP.2014.7025087 conf/icip/2014 db/conf/icip/icip2014.html#ParksI14 Rangachar Kasturi Dmitry B. Goldgof Ekambaram Rajmadhan Gill A. Pratt Eric Krotkov Douglas Hackett Yang Ran Qinfen Zheng Rajeev Sharma Mark Anderson Mark Peot Mario Aguilar Deepak Khosla Yang Chen Kyungnam Kim Lior Elazary Randolph C. Voorhies Daniel F. Parks Laurent Itti Performance Evaluation of Neuromorphic-Vision Object Recognition Algorithms. 2401-2406 2014 ICPR https://doi.org/10.1109/ICPR.2014.416 https://doi.ieeecomputersociety.org/10.1109/ICPR.2014.416 conf/icpr/2014 db/conf/icpr/icpr2014.html#KasturiGRPKHRZSAPAKCKEVPI14 Ann McNamara Katerina Mania George Alex Koulieris Laurent Itti Attention-aware rendering, mobile graphics and games. 6:1-6:119 2014 SIGGRAPH Courses https://doi.org/10.1145/2614028.2615416 conf/siggraph/2014courses db/conf/siggraph/siggraph2014courses.html#McNamaraMKI14

Brian J. White Robert A. Marino Susan E. Boehnke Laurent Itti Jan Theeuwes Douglas P. Munoz Competitive Integration of Visual and Goal-related Signals on Neuronal Accumulation Rate: A Correlate of Oculomotor Capture in the Superior Colliculus. 1754-1765 2013 25 J. Cogn. Neurosci. 10 https://doi.org/10.1162/jocn_a_00429 https://www.wikidata.org/entity/Q39415077 db/journals/jocn/jocn25.html#WhiteMBITM13

Ali Borji Laurent Itti State-of-the-Art in Visual Attention Modeling. 185-207 2013 35 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2012.89 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2012.89 https://www.wikidata.org/entity/Q38001279 db/journals/pami/pami35.html#BorjiI13

Ali Borji Dicky N. Sihite Laurent Itti Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study. 55-69 2013 22 IEEE Trans. Image Process. 1 https://doi.org/10.1109/TIP.2012.2210727 https://www.wikidata.org/entity/Q39573555 db/journals/tip/tip22.html#BorjiSI13

Nader Noori Laurent Itti Schema-Driven, Space-Supported Random Accessible Memory Systems for Manipulation of Symbolic Working Memory. 2013 CogSci https://escholarship.org/uc/item/2gp633gw conf/cogsci/2013 db/conf/cogsci/cogsci2013.html#NooriI13 Nader Noori Laurent Itti Where What You Count is What Really Counts. 2013 CogSci https://escholarship.org/uc/item/6q8887w7 conf/cogsci/2013 db/conf/cogsci/cogsci2013.html#NooriI13a Nader Noori Laurent Itti Traces of Intellectual Working Memory Tasks on Visuospatial Short-Term Memory. 2013 CogSci https://escholarship.org/uc/item/52g5789z conf/cogsci/2013 db/conf/cogsci/cogsci2013.html#NooriI13b Ali Borji Hamed Rezazadegan Tavakoli Dicky N. Sihite Laurent Itti Analysis of Scores, Datasets, and Models in Visual Saliency Prediction. 921-928 2013 ICCV https://doi.org/10.1109/ICCV.2013.118 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.118 conf/iccv/2013 db/conf/iccv/iccv2013.html#BorjiTSI13 Kaveri A. Thakoor Sophie Marat Patrick J. Nasiatka Ben P. McIntosh Furkan E. Sahin Armand R. Tanguay James D. Weiland Laurent Itti Attention biased speeded up robust featureS (AB-SURF): A neurally-inspired object recognition algorithm for a wearable aid for the visually-impaired. 1-6 2013 ICME Workshops https://doi.org/10.1109/ICMEW.2013.6618345 https://doi.ieeecomputersociety.org/10.1109/ICMEW.2013.6618345 conf/icmcs/2013w db/conf/icmcs/icmew2013.html#ThakoorMNMSTWI13 Christian Siagian Chin-Kai Chang Laurent Itti Mobile robot navigation system in outdoor pedestrian environment using vision-based road recognition. 564-571 2013 ICRA https://doi.org/10.1109/ICRA.2013.6630630 conf/icra/2013 db/conf/icra/icra2013.html#SiagianCI13 Po-He Tseng Angelina Paolozza Douglas P. Munoz James N. Reynolds Laurent Itti Deep Learning on Natural Viewing Behaviors to Differentiate Children with Fetal Alcohol Spectrum Disorder. 178-185 2013 IDEAL https://doi.org/10.1007/978-3-642-41278-3_22 conf/ideal/2013 db/conf/ideal/ideal2013.html#TsengPMRI13 Chin-Kai Chang Christian Siagian Laurent Itti Beobot 2.0: Autonomous mobile robot localization and navigation in outdoor pedestrian environment. 2079 2013 IROS https://doi.org/10.1109/IROS.2013.6696642 conf/iros/2013 db/conf/iros/iros2013.html#ChangSI13 W. Shane Grant Randolph Voorhies Laurent Itti Finding planes in LiDAR point clouds for real-time registration. 4347-4354 2013 IROS https://doi.org/10.1109/IROS.2013.6696980 conf/iros/2013 db/conf/iros/iros2013.html#GrantVI13 Jens Windau Laurent Itti Situation awareness via sensor-equipped eyeglasses. 5674-5679 2013 IROS https://doi.org/10.1109/IROS.2013.6697178 conf/iros/2013 db/conf/iros/iros2013.html#WindauI13 Ali Borji Laurent Itti Bayesian optimization explains human active search. 55-63 2013 NIPS https://proceedings.neurips.cc/paper/2013/hash/a3f390d88e4c41f2747bfa2f1b5f87db-Abstract.html http://papers.nips.cc/paper/4952-bayesian-optimization-explains-human-active-search conf/nips/2013 db/conf/nips/nips2013.html#BorjiI13

Lucas Paletta Laurent Itti Björn W. Schuller Fang Fang 6th International Symposium on Attention in Cognitive Systems 2013. 2013 CoRR http://arxiv.org/abs/1307.6170 abs/1307.6170 db/journals/corr/corr1307.html#PalettaISF13

Ali Borji Dicky N. Sihite Laurent Itti An Object-Based Bayesian Framework for Top-Down Visual Attention. 2012 AAAI https://doi.org/10.1609/aaai.v26i1.8334 conf/aaai/2012 db/conf/aaai/aaai2012.html#BorjiSI12 1529-1535 Randolph Voorhies Lior Elazary Laurent Itti Neuromorphic Bayesian Surprise for Far-Range Event Detection. 1-6 2012 AVSS https://doi.org/10.1109/AVSS.2012.49 https://doi.ieeecomputersociety.org/10.1109/AVSS.2012.49 conf/avss/2012 db/conf/avss/avss2012.html#VoorhiesEI12 Ali Borji Simone Frintrop Dicky N. Sihite Laurent Itti Adaptive object tracking by learning background context. 23-30 2012 CVPR Workshops https://doi.org/10.1109/CVPRW.2012.6239191 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2012.6239191 conf/cvpr/2012w db/conf/cvpr/cvprw2012.html#BorjiFSI12 Ali Borji Dicky N. Sihite Laurent Itti Probabilistic learning of task-specific visual attention. 470-477 2012 CVPR https://doi.org/10.1109/CVPR.2012.6247710 https://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6247710 conf/cvpr/2012 db/conf/cvpr/cvpr2012.html#BorjiSI12 Ali Borji Laurent Itti Exploiting local and global patch rarities for saliency detection. 478-485 2012 CVPR https://doi.org/10.1109/CVPR.2012.6247711 https://doi.ieeecomputersociety.org/10.1109/CVPR.2012.6247711 conf/cvpr/2012 db/conf/cvpr/cvpr2012.html#BorjiI12 Ali Borji Dicky N. Sihite Laurent Itti Salient Object Detection: A Benchmark. 414-429 2012 ECCV (2) https://doi.org/10.1007/978-3-642-33709-3_30 conf/eccv/2012-2 db/conf/eccv/eccv2012-2.html#BorjiSI12 Farhan Baluch Laurent Itti A portable system for recording neural activity in indoor and outdoor environments. 2388-2391 2012 EMBC https://doi.org/10.1109/EMBC.2012.6346444 https://www.wikidata.org/entity/Q40089154 conf/embc/2012 db/conf/embc/embc2012.html#BaluchI12 W. Shane Grant Laurent Itti Saliency mapping enhanced by symmetry from local phase. 653-656 2012 ICIP https://doi.org/10.1109/ICIP.2012.6466944 conf/icip/2012 db/conf/icip/icip2012.html#GrantI12 Ali Borji Dicky N. Sihite Laurent Itti Modeling the influence of action on spatial attention in visual interactive environments. 444-450 2012 ICRA https://doi.org/10.1109/ICRA.2012.6224551 conf/icra/2012 db/conf/icra/icra2012.html#BorjiSI12 Chin-Kai Chang Christian Siagian Laurent Itti Mobile robot monocular vision navigation based on road region and boundary estimation. 1043-1050 2012 IROS https://doi.org/10.1109/IROS.2012.6385703 conf/iros/2012 db/conf/iros/iros2012.html#ChangSI12

Zhicheng Li 0001 Shiyin Qin Laurent Itti Visual attention guided bit allocation in video compression. 1-14 2011 29 Image Vis. Comput. 1 https://doi.org/10.1016/j.imavis.2010.07.001 db/journals/ivc/ivc29.html#LiQI11

Christian Siagian Chin-Kai Chang Randolph Voorhies Laurent Itti Beobot 2.0: Cluster architecture for mobile robotics. 278-302 2011 28 J. Field Robotics 2 https://doi.org/10.1002/rob.20379 db/journals/jfr/jfr28.html#SiagianCVI11

Zhicheng Li 0001 Laurent Itti Saliency and Gist Features for Target Detection in Satellite Images. 2017-2029 2011 20 IEEE Trans. Image Process. 7 https://doi.org/10.1109/TIP.2010.2099128 https://www.wikidata.org/entity/Q51552354 https://orkg.org/resource/R32638 db/journals/tip/tip20.html#LiI11

Ali Borji Dicky N. Sihite Laurent Itti Computational Modeling of Top-down Visual Attention in Interactive Environments. 1-12 2011 BMVC https://doi.org/10.5244/C.25.85 conf/bmvc/2011 db/conf/bmvc/bmvc2011.html#BorjiSI11 Nader Noori Laurent Itti Modeling forward and backward serial recall using a spatial registry assumption. 2011 CogSci https://mindmodeling.org/cogsci2011/papers/0683/index.html conf/cogsci/2011 db/conf/cogsci/cogsci2011.html#NooriI11 Nader Noori Laurent Itti Spatial Registry Model : Towards a Grounded Account for Executive Attention. 2011 CogSci https://mindmodeling.org/cogsci2011/papers/0735/index.html conf/cogsci/2011 db/conf/cogsci/cogsci2011.html#NooriI11a Ali Borji Laurent Itti Scene classification with a sparse set of salient regions. 1902-1908 2011 ICRA https://doi.org/10.1109/ICRA.2011.5979815 conf/icra/2011 db/conf/icra/icra2011.html#BorjiI11 Jens Windau Laurent Itti Multilayer real-time video image stabilization. 2397-2402 2011 IROS https://doi.org/10.1109/IROS.2011.6094738 conf/iros/2011 db/conf/iros/iros2011.html#WindauI11

Pierre Baldi Laurent Itti Of bits and wows: A Bayesian theory of surprise with applications to attention. 649-666 2010 23 Neural Networks 5 https://doi.org/10.1016/j.neunet.2009.12.007 https://www.wikidata.org/entity/Q40208187 db/journals/nn/nn23.html#BaldiI10

Chin-Kai Chang Christian Siagian Laurent Itti Mobile robot vision navigation & localization using Gist and Saliency. 4147-4154 2010 IROS https://doi.org/10.1109/IROS.2010.5649136 conf/iros/2010 db/conf/iros/iros2010.html#ChangSI10

Christian Siagian Laurent Itti Biologically Inspired Mobile Robot Vision Localization. 861-873 2009 25 IEEE Trans. Robotics 4 https://doi.org/10.1109/TRO.2009.2022424 db/journals/trob/trob25.html#SiagianI09

Randolph Voorhies Christian Siagian Lior Elazary Laurent Itti Centralized server environment for educational robotics. 2334-2340 2009 IROS https://doi.org/10.1109/IROS.2009.5354365 conf/iros/2009 db/conf/iros/iros2009.html#VoorhiesSEI09

Robert J. Peters Laurent Itti Applying computational tools to predict gaze direction in interactive visual environments. 2008 5 ACM Trans. Appl. Percept. 2 https://doi.org/10.1145/1279920.1279923 db/journals/tap/tap5.html#PetersI08 9:1-9:19

Christian Siagian Laurent Itti Storing and recalling information for vision localization. 1848-1855 2008 ICRA https://doi.org/10.1109/ROBOT.2008.4543476 conf/icra/2008 db/conf/icra/icra2008.html#SiagianI08

Christian Siagian Laurent Itti Rapid Biologically-Inspired Scene Classification Using Features Shared with Visual Attention. 300-312 2007 29 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2007.40 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2007.40 https://www.wikidata.org/entity/Q46000481 db/journals/pami/pami29.html#SiagianI07

Laurent Itti Visual salience. 3327 2007 2 Scholarpedia 9 https://doi.org/10.4249/scholarpedia.3327 db/journals/scholarpedia/scholarpedia2.html#Itti07

Robert J. Peters Laurent Itti Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention. 2007 conf/cvpr/2007 CVPR https://doi.org/10.1109/CVPR.2007.383337 https://doi.ieeecomputersociety.org/10.1109/CVPR.2007.383337 db/conf/cvpr/cvpr2007.html#PetersI07 Christian Siagian Laurent Itti Biologically-inspired robotics vision monte-carlo localization in the outdoor environment. 1723-1730 2007 IROS https://doi.org/10.1109/IROS.2007.4399349 conf/iros/2007 db/conf/iros/iros2007.html#SiagianI07 Robert J. Peters Laurent Itti Congruence between model and human attention reveals unique signatures of critical visual events. 2007 NIPS https://proceedings.neurips.cc/paper/2007/hash/621461af90cadfdaf0e8d4cc25129f91-Abstract.html http://papers.nips.cc/paper/3360-congruence-between-model-and-human-attention-reveals-unique-signatures-of-critical-visual-events conf/nips/2007 db/conf/nips/nips2007.html#PetersI07 1145-1152

James Bonaiuto Laurent Itti The use of attention and spatial information for rapid facial recognition in video. 557-563 2006 24 Image Vis. Comput. 6 https://doi.org/10.1016/j.imavis.2005.09.008 db/journals/ivc/ivc24.html#BonaiutoI06

Vidhya Navalpakkam Laurent Itti An Integrated Model of Top-Down and Bottom-Up Attention for Optimizing Detection Speed. 2049-2056 2006 conf/cvpr/2006 CVPR (2) https://doi.org/10.1109/CVPR.2006.54 https://doi.ieeecomputersociety.org/10.1109/CVPR.2006.54 db/conf/cvpr/cvpr2006.html#NavalpakkamI06 Ran Carmi Laurent Itti Causal saliency effects during natural vision. 11-18 2006 conf/etra/2006 ETRA https://doi.org/10.1145/1117309.1117313 db/conf/etra/etra2006.html#CarmiI06 Robert J. Peters Laurent Itti Computational mechanisms for gaze direction in interactive visual environments. 27-32 2006 conf/etra/2006 ETRA https://doi.org/10.1145/1117309.1117315 db/conf/etra/etra2006.html#PetersI06 Vidhya Navalpakkam Laurent Itti Combining bottom-up and top-down attentional influences. 60570E 2006 Human Vision and Electronic Imaging https://doi.org/10.1117/12.674148 conf/hvei/2006 db/conf/hvei/hvei2006.html#NavalpakkamI06 Laurent Itti Nitin Dhavale Frédéric H. Pighin Photorealistic Attention-Based Gaze Animation. 521-524 2006 conf/icmcs/2006 ICME https://doi.org/10.1109/ICME.2006.262440 https://doi.ieeecomputersociety.org/10.1109/ICME.2006.262440 db/conf/icmcs/icme2006.html#IttiDP06

T. Nathan Mundhenk Laurent Itti Computational modeling and exploration of contour integration for visual saliency. 188-212 2005 93 Biol. Cybern. 3 https://doi.org/10.1007/s00422-005-0577-8 https://www.wikidata.org/entity/Q46234972 db/journals/bc/bc93.html#MundhenkI05

Christopher Ackerman Laurent Itti Robot steering with spectral image information. 247-251 2005 21 IEEE Trans. Robotics 2 https://doi.org/10.1109/TRO.2004.837241 db/journals/trob/trob21.html#AckermanI05

Christian Siagian Laurent Itti Gist: A Mobile Robotics Application of Context-Based Vision in Outdoor Environment. 88 2005 CVPR Workshops https://doi.org/10.1109/CVPR.2005.465 https://doi.ieeecomputersociety.org/10.1109/CVPR.2005.465 conf/cvpr/2005w db/conf/cvpr/cvprw2005.html#SiagianI05 James Bonaiuto Laurent Itti Combining attention and recognition for rapid scene analysis. 90 2005 CVPR Workshops https://doi.org/10.1109/CVPR.2005.432 https://doi.ieeecomputersociety.org/10.1109/CVPR.2005.432 conf/cvpr/2005w db/conf/cvpr/cvprw2005.html#BonaiutoI05 Laurent Itti Pierre Baldi A Principled Approach to Detecting Surprising Events in Video. 631-637 2005 conf/cvpr/2005 CVPR (1) https://doi.org/10.1109/CVPR.2005.40 https://doi.ieeecomputersociety.org/10.1109/CVPR.2005.40 db/conf/cvpr/cvpr2005.html#IttiB05 Laurent Itti Pierre Baldi Bayesian Surprise Attracts Human Attention. 2005 conf/nips/2005 NIPS https://proceedings.neurips.cc/paper/2005/hash/0172d289da48c48de8c5ebf3de9f7ee1-Abstract.html http://papers.nips.cc/paper/2822-bayesian-surprise-attracts-human-attention db/conf/nips/nips2005.html#IttiB05 547-554 Vidhya Navalpakkam Laurent Itti Optimal cue selection strategy. 2005 conf/nips/2005 NIPS https://proceedings.neurips.cc/paper/2005/hash/2eb5657d37f474e4c4cf01e4882b8962-Abstract.html http://papers.nips.cc/paper/2802-optimal-cue-selection-strategy db/conf/nips/nips2005.html#NavalpakkamI05 987-994

Laurent Itti Automatic foveation for video compression using a neurobiological model of visual attention. 1304-1318 2004 13 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2004.834657 https://www.wikidata.org/entity/Q46140159 db/journals/tip/tip13.html#Itti04

Christian Siagian Laurent Itti Biologically-Inspired Face Detection: Non-Brute-Force-Search Approach. 62 2004 CVPR Workshops https://doi.org/10.1109/CVPR.2004.308 https://doi.ieeecomputersociety.org/10.1109/CVPR.2004.308 conf/cvpr/2004w db/conf/cvpr/cvprw2004.html#SiagianI04 Laurent Itti Automatic attention-based prioritization of unconstrained video for compression. 272-283 2004 Human Vision and Electronic Imaging https://doi.org/10.1117/12.527057 conf/hvei/2004 db/conf/hvei/hvei2004.html#Itti04 T. Nathan Mundhenk Vidhya Navalpakkam Hendrik Makaliwe Shrihari Vasudevan Laurent Itti Biologically inspired feature-based categorization of objects. 330-341 2004 Human Vision and Electronic Imaging https://doi.org/10.1117/12.527321 conf/hvei/2004 db/conf/hvei/hvei2004.html#MundhenkNMVI04

T. Nathan Mundhenk Laurent Itti CINNIC, a new computational algorithm for the modeling of early visual contour integration in humans. 599-604 2003 52-54 Neurocomputing https://doi.org/10.1016/S0925-2312(02)00853-6 db/journals/ijon/ijon52.html#MundhenkI03

Nitin Dhavale Laurent Itti Saliency-based multifoveated MPEG compression. 229-232 2003 ISSPA (1) https://doi.org/10.1109/ISSPA.2003.1224682 conf/isspa/2003-1 db/conf/isspa/isspa2003-1.html#DhavaleI03 T. Nathan Mundhenk Laurent Itti A Model of Contour Integration in Early Visual Cortex. 80-89 2002 conf/bmcv/2002 Biologically Motivated Computer Vision https://doi.org/10.1007/3-540-36181-2_8 db/conf/bmcv/bmcv2002.html#MundhenkI02 Vidhya Navalpakkam Laurent Itti A Goal Oriented Attention Guidance Model. 453-461 2002 conf/bmcv/2002 Biologically Motivated Computer Vision https://doi.org/10.1007/3-540-36181-2_45 db/conf/bmcv/bmcv2002.html#NavalpakkamI02 Dirk B. Walther Laurent Itti Maximilian Riesenhuber Tomaso A. Poggio Christof Koch Attentional Selection for Object Recognition - A Gentle Way. 472-479 2002 conf/bmcv/2002 Biologically Motivated Computer Vision https://doi.org/10.1007/3-540-36181-2_47 db/conf/bmcv/bmcv2002.html#WaltherIRPK02 Daesu Chung Reid Hirata T. Nathan Mundhenk Jen Ng Robert J. Peters Eric Pichon April Tsui Tong Ventrice Dirk B. Walther Philip Williams Laurent Itti A New Robotics Platform for Neuromorphic Vision: Beobots. 558-566 2002 conf/bmcv/2002 Biologically Motivated Computer Vision https://doi.org/10.1007/3-540-36181-2_56 db/conf/bmcv/bmcv2002.html#ChungHMNPPTVWWI02 Laurent Itti Real-time high-performance attention focusing in outdoors color video streams. 235-243 2002 Human Vision and Electronic Imaging https://doi.org/10.1117/12.469519 conf/hvei/2002 db/conf/hvei/hvei2002.html#Itti02

Laurent Itti Christof Koch Feature combination strategies for saliency-based visual attention systems. 161-169 2001 10 J. Electronic Imaging 1 https://doi.org/10.1117/1.1333677 https://www.wikidata.org/entity/Q56903098 db/journals/jei/jei10.html#IttiK01

Laurent Itti Jochen Braun Christof Koch Modeling the Modulatory Effect of Attention on Human Spatial Vision. 1247-1254 2001 conf/nips/2001 NIPS https://proceedings.neurips.cc/paper/2001/hash/cbef46321026d8404bc3216d4774c8a9-Abstract.html http://papers.nips.cc/paper/2075-modeling-the-modulatory-effect-of-attention-on-human-spatial-vision db/conf/nips/nips2001.html#IttiBK01

Laurent Itti Christof Koch Jochen Braun A quantitative model relating visual neuronal activity to psychophysical thresholds. 743-748 1999 26-27 Neurocomputing https://doi.org/10.1016/S0925-2312(98)00143-X https://www.wikidata.org/entity/Q56903207 db/journals/ijon/ijon26.html#IttiKB99

Laurent Itti Christof Koch Comparison of feature combination strategies for saliency-based visual attention systems. 473-482 1999 Human Vision and Electronic Imaging https://doi.org/10.1117/12.348467 conf/hvei/1999 db/conf/hvei/hvei1999.html#IttiK99

Laurent Itti Christof Koch Ernst Niebur A Model of Saliency-Based Visual Attention for Rapid Scene Analysis. 1254-1259 1998 20 IEEE Trans. Pattern Anal. Mach. Intell. 11 https://doi.org/10.1109/34.730558 http://doi.ieeecomputersociety.org/10.1109/34.730558 https://www.wikidata.org/entity/Q29028437 db/journals/pami/pami20.html#IttiKN98

Laurent Itti Jochen Braun Dale K. Lee Christof Koch Attentional Modulation of Human Pattern Discrimination Psychophysics Reproduced by a Quantitative Model. 789-795 http://papers.nips.cc/paper/1547-attentional-modulation-of-human-pattern-discrimination-psychophysics-reproduced-by-a-quantitative-model http://nips.djvuzone.org/djvu/nips11/0789.djvu 1998 conf/nips/1998 NIPS db/conf/nips/nips1998.html#IttiBLK98 Laurent Itti Jochen Braun Dale K. Lee Christof Koch A Model of Early Visual Processing. 1997 conf/nips/1997 NIPS db/conf/nips/nips1997.html#IttiBLK97 http://papers.nips.cc/paper/1471-a-model-of-early-visual-processing 173-179 Pieter Abbeel Jad Abou-Chakra Sami Abu-El-Haija Christopher Ackerman Hartwig Adam Simeon Adebola Milan Aggarwal Christopher Agia Mario Aguilar Michael Ahn Nilesh A. Ahuja Wensi Ai Nelson Daniel Troncoso Aldas Luís A. Alexandre Heni Ben Amor Anima Anandkumar Mark Anderson Mona Anvari Sercan Ö. Arik Travis Armstrong Sébastien M. R. Arnold Arman Aydin Kamyar Azizzadenesheli Pinkesh Badjatiya Shikhar Bahl Rohan Baijal Ashwin Balakrishna Pierre Baldi Farhan Baluch Henghui Bao Osbert Bastani Harkirat S. Behl Suneel Belkhale Eseoghene BenjaminEseoghene Ben-Iwhiwhu Dirk Bernhardt-WaltherDirk B. Walther Glen Berseth Alex Bewley Sven Beyer Eshan Bhargava Jeffrey T. Bingham Yonatan Bisk Erdem Biyik Kevin Black Susan E. Boehnke Jeannette Bohg James Bonaiuto Jonathan Booher Ali Borji Jochen Braun Vladimir Braverman Rorry Brenner Anthony Brohan Bowman Brown Dieter Büchler Wolfram Burgard Ben Burgess-Limerick Samuel Bustamante-Gomez Kendra Byrne Peixu Cai Yue Cao Ran Carmi John M. Carroll 0001 Mateo Guaman Castro Federico Ceola Ayush K. Chakravarthy Christine Chan Chin-Kai Chang Rushi Chaudhari Yevgen Chebotar Daphne Chen Jindong Chen Jingyao Chen Kaifeng Chen Magnum Chen Mingle Chen Qiuyu Chen Terrence Chen Xi Chen Yang Chen Yunliang Chen 0001Lawrence Yunliang Chen Cheng Chi 0001 Yoonyoung Cho Henrik I. Christensen Daesu Chung Trinity Chung Yuchen Cui Zichen Jeff Cui Lei Dai Trevor Darrell Sudeep Dasari Shivin Dass Todor Davchev Evan Davis Coline Devin Nitin Dhavale Mingyu Ding Tianli Ding Ria Doshi Jaimyn Drake Danny DrießDanny Driess Maximilian Du Stefan Dünkel Eric Eaton Kiana Ehsani Lior Elazary Kirsty Ellis Benjamin Epstein Peter David Fagan Linxi FanLinxi Jim Fan Fang Fang Haoshu Fang Hongjie Fang Kuan Fang Li Fei-Fei 0001 Gilbert Feng Sílvio Filipe Chelsea Finn Ethan Paul Foster Iordanis Fostiropoulos Simone Frintrop Chuyuan Fu Tommaso Furlanello Hiroki Furuta Andrew Gallagher Jensen Gao Yipeng Gao Animesh Garg Yunhao Ge Ergin Utku Genc Xinyang Geng Sumitha George Keegan Go Cem GökmenCem Gokmen Kenneth Y. GoldbergKen Goldberg Dmitry B. Goldgof Xiao Gong Keerthana Gopalakrishnan W. Shane Grant Jiayuan Gu Simon Guist Suriya Gunasekar Meiqi Guo Yuliang Guo Abhishek Gupta 0004 Agrim Gupta Anchit Gupta Tanmay Gupta Huy Ha Douglas Hackett Siddhant Haldar Lucy Halperin Junhyek Han Nicklas Hansen 0001 Tatsuya Harada Kyle Hatch Karol Hausman Nicolas Heess Joey Hejna Rose Hendrix Minho Heo Alexander Herzog Reid Hirata Eric Homan Ryan Hoque Jonathan P. How Jasmine Hsu Kyle Hsu Jiaheng Hu Xiaobo Sharon HuX. Sharon Hu Zizhao Hu Chenguang Huang Po-Hsuan Huang Xinyu Huang 0001 Brian Ichter Stephen Iota Kevin M. Irick Alex Irpan Masha Itkina Yusuke Iwasawa Saeed Izadi Michael A. Jacobs Ajinkya Jain Arhan Jain Vidhi Jain Dinesh Jayaraman Xinyang Jiang Yunfan Jiang 0001 Edward Johns Adam M. Jones Neel Joshi Nikhil J. Joshi Rajiv V. Joshi Ryan Julian Gregory Kahn Dmitry Kalashnikov Naoaki Kanazawa Pavan Kantharaju Siddharth Karamcheti Srikrishna Karanam Rangachar Kasturi Kento Kawaharazuka Aniruddha Kembhavi Alexander Khazatsky Deepak Khosla Beomjoon Kim Jaehyung Kim 0001 Kyungnam Kim Moo Jin Kim Yejin Kim 0003 Sean Kirmani Dominik Kleimaier Lauren Klein Christof Koch Thomas Kollar Soheil Kolouri George Alex Koulieris Balaji Krishnamurthy Oliver Kroemer Eric Krotkov C.-C. Jay Kuo Balaji Lakshminarayanan Charlotte Le Long Le Isabel Leal Abraham Lee Dale K. Lee Lisa Lee Sharon Lee Sooyeon Lee Steven Lee Youngwoon Lee Kiran Lekkala Jatuporn Toy Leksut Marion Lepert Sergey Levine Chengshu Li 0001 Chengshu Li 0002 Dongsheng Li 0002 Shuqin Li Xuanlin Li Yuecheng Li Yunshuang Li Yunzhu Li Zhicheng Li 0001 Jacky Liang Joseph J. Lim Wei Lim Kevin Lin Roy Lin Shan Lin Zipeng Lin Zachary C. LiptonZachary Chase Lipton Chen Liu Fangchen Liu Linqing Liu Miao Liu 0007 Ning Liu Ren LiuLiu Ren Xiao Liu 0030 Xinran Liu Xirui Liu Xiyuan Liu Cewu Lu Jianwei Lu Jingpei Lu Yao Lu Jianlan Luo Ye Luo Yecheng Jason Ma 0001 Zehan Ma Abhiram Maddukuri Mehrdad Mahdavi Ameesh Makadia Hendrik Makaliwe Jitendra Malik Ajay Mandlekar Katerina Mania Nii Mante Sophie Marat Robert A. Marino Roberto Martin MartinRoberto Martín-Martín Benjamin Jose Martinez Maja J. Mataric Yutaka Matsuo Tatsuya Matsushima Ben P. McIntosh Ann McNamara Gérard G. Medioni Oier Mees Arash Mehrjou Marius Memmel Russell Mendonca Patrick Tree Miller Suvir Mirchandani Peter Mitrano Sildomar T. Monteiro Sherry Moore Igor Mordatch Rowan Morse Daniel Morton Halid Mulaosmanovic T. Nathan Mundhenk Douglas P. Munoz Zachary William Murdock David Musliner Suraj Nair 0003 Patrick J. Nasiatka Soroush Nasiriany Saptarshi Nath Vidhya Navalpakkam Ibrahima J. Ndiour Jen Ng Kai Ni 0004 Shuo Ni Ernst Niebur Stefanos Nikolaidis Nader Noori Jihoon Oh Kazuhide Okamoto Abigail O'NeillAbby O'Neill Takayuki Osa Kenneth Oslund Lionel Ott Abhishek Padalkar Lucas Paletta Norman Di Palo Chuer Pan Priyadarshini Panda Yunkui Pang Angelina Paolozza Vishwa S. Parekh Sungjae Park Daniel F. Parks Deepak Pathak Mark Peot Christos Peridis Karl Pertsch Jan Peters 0001 Robert J. Peters Tomas Pfister Eric Pichon Frédéric H. Pighin Joelle Pineau Luis Pineda Lerrel Pinto Hamed Pirsiavash Tomaso A. Poggio Acorn Pooley Gill A. Pratt Jay Priyadarshi Nikaash Puri Runjia Qian Fuli Qiao Shiyin Qin Ilija Radosavovic Rafael Rafailov Antonin Raffin Anant Rai Ekambaram Rajmadhan Subramanian Ramamoorthy Buvaneswari Ramanan Yang Ran Krishan Rana Kanishka Rao Abdul Rehman Jie Ren 0006 James N. Reynolds Maximilian Riesenhuber Amanda RiosAmanda Sofie Rios Marcelo R. Rosales Mary Beth Rosson Kaushik Roy 0001 S. Roychowdhury Sumegh Roychowdhury Dorsa Sadigh Furkan E. Sahin Gozde Sahin Gautam Salhotra Jordi Salvador Pannag R. Sanketi M. Sarkar Mausoom Sarkar Andrew M. Saxe Rosario Scalise Stefan Schaal Giulio Schiavi Jan Schneider 0007 Bernhard Schölkopf Björn W. Schuller Pierre Sermanet Nur Muhammad ShafiullahNur Muhammad (Mahi) Shafiullah Dhruv Shah Rutav Shah Xuan Shao Archit Sharma Mohit Sharma 0001 Rajeev Sharma Bhavin R. Sheth Haochen Shi Yanpei Shi Shahaf S. Shperberg Lei Shu Christian Siagian Hava T. Siegelmann Dicky N. Sihite João Silvério Anikait Singh Kunal Pratap Singh Beth A. Smith Gus Henry Smith Andrea Soltoggio Shubham D. Sonawani Hae Jin Song Shuran Song Yale Song Sumedh A. SontakkeSumedh SontakkeSumedh Anand Sontakke Max Spero Ajay Narayanan Sridhar Krishnan Srinivasan Mohan Kumar Srirama Sanjana Srivastava Peter Stone 0001 Freek Stulp Hao Su 0001 Gaurav S. Sukhatme Jiankai Sun Priya Sundaresan Niko Sünderhauf Jie Tan 0001 Liam Tan Yihe Tang Yujin Tang Armand R. Tanguay James Tanner Hamed Rezazadegan Tavakoli Kaveri A. Thakoor Jan Theeuwes Ran Tian Stephen Tian Omesh Tickoo Bosco S. Tjan Masayoshi Tomizuka Jonathan Tompson Michael Tschannen Po-He Tseng Panagiotis Tsiotras April Tsui Albert Tung Vincent Vanhoucke Shrihari Vasudevan Kyle Vedder Tong Ventrice Narayanan VijaykrishnanVijaykrishnan Narayanan Vibhav Vineet Randolph VoorhiesRandolph C. Voorhies Quan Vuong Ayzaan Wahid Homer Walke Andrew E. Wang Chen Wang 0053 Guanzhi Wang Jingwei Wang Kaiyuan Wang Xiaolong Wang 0004 Xin Wang 0066 Xingrui Wang Yixuan Wang Yuxiao Wang 0001 Luca Weihs James D. Weiland Stefan Welker Shixian Wen Brian J. White Philip Williams Jens Windau Paul Wohlhart Josiah Wong Thomas Woo Di Wu Jeffrey Wu Jiajun Wu 0001 Jialin Wu Jimmy Wu Jingfeng Wu Yilin Wu 0003 Yueh-Hua Wu Ziyan Wu 0001 Blake Wulfe Zerong Xi Fei Xia 0002 Ted Xiao Yao Xiao Yi Xiao 0008 Yu-Hang XiaoYuhang Xiao Annie Xie Gan Xin Xi Xiong Ao Xu Charles Xu 0003 Chenfeng Xu Danfei Xu Jiashu Xu Liangwei Xu Peng Xu 0010 Sichun Xu Ying Xu Yixin Xu 0001 Zhi Xu 0013 Zhuo Xu Ge Yan Jingyun Yang Jonathan Yang Lin Yang 0011 Ming-Hsuan Yang 0001 Yifan Yang 0004 Arefeh Yavary Genzhi Ye Patrick Yin Michael C. Yip Jinsung Yoon Zhaoyi You Hong-Xing Yu Tianhe Yu Tongguang Yu Kuo-Hao Zeng Shengxin Zha Wei Zhan Amy Zhang 0001 Carey Zhang Guokai Zhang Jesse Zhang Kevin Zhang 0002 Mingtong Zhang 0003 Pengchuan Zhang Renxian Zhang Ruohan Zhang Yunchu Zhang Zichen Zhang 0016 Brian Nlong Zhao Cheng Zhao 0002 Feiyu Zhao Jiaping Zhao Tony Z. Zhao Zijian Zhao 0001 Guangyao Zheng Meng Zheng 0002 Qinfen Zheng Wanrong Zheng Gaoyue Zhou Qiangqiang Zhou Wenxuan Zhou Yifan Zhou Dandan Zhu Jiaye Zhu Xinghao Zhu Yifeng Zhu Yuke Zhu Peter A. Zientara