B-Cos Aligned Transformers Learn Human-Interpretable Features.

Amal Lahiani

Manuel Tran Amal Lahiani Yashin Dicente Cid Melanie Boxberg Peter Lienemann Christian Matek Sophia J. Wagner Fabian J. Theis Eldad Klaiman Tingying Peng B-Cos Aligned Transformers Learn Human-Interpretable Features. 2024 abs/2401.08868 CoRR https://doi.org/10.48550/arXiv.2401.08868 db/journals/corr/corr2401.html#abs-2401-08868

Manuel Tran Amal Lahiani Yashin Dicente Cid Melanie Boxberg Peter Lienemann Christian Matek Sophia J. Wagner Fabian J. Theis Eldad Klaiman Tingying Peng B-Cos Aligned Transformers Learn Human-Interpretable Features. 514-524 2023 MICCAI (8) https://doi.org/10.1007/978-3-031-43993-3_50 conf/miccai/2023-8 db/conf/miccai/miccai2023-8.html#TranLCBLMWTKP23 Manuel Tran Yashin Dicente Cid Amal Lahiani Fabian J. Theis Tingying Peng Eldad Klaiman Training Transitive and Commutative Multimodal Transformers with LoReTTa. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/860a092bb4d9d81d3133a01c50c01578-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#TranCLTPK23

Amal Lahiani Irina Klaman Nassir Navab Shadi Albarqouni Eldad Klaiman Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency. 403-411 2021 25 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2020.2975151 https://www.wikidata.org/entity/Q89837363 db/journals/titb/titb25.html#LahianiKNAK21

Amal Lahiani Jacob Gildenblat Irina Klaman Nassir Navab Eldad Klaiman Generalising multistain immunohistochemistry tissue segmentation using end-to-end colour deconvolution deep neural networks. 1066-1073 2019 13 IET Image Process. 7 https://doi.org/10.1049/iet-ipr.2018.6513 https://www.wikidata.org/entity/Q128308203 db/journals/iet-ipr/iet-ipr13.html#LahianiGKNK19

Amal Lahiani Jacob Gildenblat Irina Klaman Shadi Albarqouni Nassir Navab Eldad Klaiman Virtualization of Tissue Staining in Digital Pathology Using an Unsupervised Deep Learning Approach. 47-55 2019 ECDP https://doi.org/10.1007/978-3-030-23937-4_6 conf/ecdp/2019 db/conf/ecdp/ecdp2019.html#LahianiGKANK19 Amal Lahiani Nassir Navab Shadi Albarqouni Eldad Klaiman Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transfer. 568-576 2019 MICCAI (1) https://doi.org/10.1007/978-3-030-32239-7_63 conf/miccai/2019-1 db/conf/miccai/miccai2019-1.html#LahianiNAK19

Amal Lahiani Nassir Navab Shadi Albarqouni Eldad Klaiman Perceptual Embedding Consistency for Seamless Reconstruction of Tilewise Style Transfer. 2019 abs/1906.00617 CoRR http://arxiv.org/abs/1906.00617 db/journals/corr/corr1906.html#abs-1906-00617

Amal Lahiani Jacob Gildenblat Irina Klaman Nassir Navab Eldad Klaiman Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks. 2018 abs/1805.06958 CoRR http://arxiv.org/abs/1805.06958 db/journals/corr/corr1805.html#abs-1805-06958

Amal Lahiani Jacob Gildenblat Irina Klaman Shadi Albarqouni Nassir Navab Eldad Klaiman Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach. 2018 abs/1810.06415 CoRR http://arxiv.org/abs/1810.06415 db/journals/corr/corr1810.html#abs-1810-06415

Shadi Albarqouni Melanie Boxberg Yashin Dicente Cid Jacob Gildenblat Eldad Klaiman Irina Klaman Peter Lienemann Christian Matek Nassir Navab Tingying Peng Fabian J. Theis Manuel Tran Sophia J. Wagner