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ORCIDDavide Caffagni
- > Home > Persons > Davide Caffagni
Publications
- 2025
[j1]Davide Caffagni
, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Augmenting and mixing Transformers with synthetic data for image captioning. Image Vis. Comput. 162: 105661 (2025)- [c7]Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval. CVPR 2025: 9286-9295 - [c6]Davide Caffagni, Federico Cocchi, Anna Mambelli, Fabio Tutrone, Marco Zanella, Marcella Cornia, Rita Cucchiara:
Generating Synthetic Data with Large Language Models for Low-Resource Sentence Retrieval. TPDL 2025: 36-52 - [c5]Davide Caffagni, Federico Cocchi, Anna Mambelli, Fabio Tutrone, Marco Zanella, Marcella Cornia, Rita Cucchiara:
Benchmarking BERT-based Models for Latin: A Case Study on Biblical References in Ancient Christian Literature. IRCDL 2025 - [i9]Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval. CoRR abs/2503.01980 (2025) - [i8]Federico Cocchi, Nicholas Moratelli, Davide Caffagni, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning. CoRR abs/2503.15621 (2025) - [i7]Alberto Compagnoni, Davide Caffagni, Nicholas Moratelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization. CoRR abs/2508.20181 (2025) - [i6]Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Recurrence Meets Transformers for Universal Multimodal Retrieval. CoRR abs/2509.08897 (2025) - [i5]Alberto Compagnoni, Marco Morini, Sara Sarto, Federico Cocchi, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering. CoRR abs/2511.22715 (2025) - [i4]Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Pier Luigi Dovesi, Shaghayegh Roohi, Mark Granroth-Wilding, Rita Cucchiara:
Seeing Beyond Words: Self-Supervised Visual Learning for Multimodal Large Language Models. CoRR abs/2512.15885 (2025) - 2024
- [c4]Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
The Revolution of Multimodal Large Language Models: A Survey. ACL (Findings) 2024: 13590-13618 - [c3]Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. BMVC 2024 - [c2]Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. CVPR Workshops 2024: 1818-1826 - [i3]Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
The (R)Evolution of Multimodal Large Language Models: A Survey. CoRR abs/2402.12451 (2024) - [i2]Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. CoRR abs/2404.15406 (2024) - [i1]Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. CoRR abs/2408.14547 (2024) - 2023
- [c1]Davide Caffagni, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara:
SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning. ICIAP (1) 2023: 112-123
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