Davide Caffagni

18 papers A* 1A 1B 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Augmenting and mixing Transformers with synthetic data for image captioning.
Image Vis. Comput.
Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025 — conf
Benchmarking BERT-based Models for Latin: A Case Study on Biblical References in Ancient Christian Literature.
IRCDL
Davide Caffagni, Federico Cocchi, Anna Mambelli, Fabio Tutrone, Marco Zanella, Marcella Cornia, Rita Cucchiara
2025 B conf
Generating Synthetic Data with Large Language Models for Low-Resource Sentence Retrieval.
TPDL
Davide Caffagni, Federico Cocchi, Anna Mambelli, Fabio Tutrone, Marco Zanella, Marcella Cornia, Rita Cucchiara
2025 — conf
LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning.
ICCVW
Federico Cocchi, Nicholas Moratelli, Davide Caffagni, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2025 J jnl
LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning.
CoRR
Federico Cocchi, Nicholas Moratelli, Davide Caffagni, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2025 J jnl
Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization.
CoRR
Alberto Compagnoni, Davide Caffagni, Nicholas Moratelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2025 J jnl
ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering.
CoRR
Alberto Compagnoni, Marco Morini, Sara Sarto, Federico Cocchi, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025 J jnl
Recurrence Meets Transformers for Universal Multimodal Retrieval.
CoRR
Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025 A* conf
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval.
CVPR
Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025 J jnl
Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval.
CoRR
Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025 J jnl
Seeing Beyond Words: Self-Supervised Visual Learning for Multimodal Large Language Models.
CoRR
Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Pier Luigi Dovesi, Shaghayegh Roohi, Mark Granroth-Wilding, Rita Cucchiara
2024 A conf
Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization.
BMVC
Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization.
CoRR
Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
The (R)Evolution of Multimodal Large Language Models: A Survey.
CoRR
Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2024 — conf
The Revolution of Multimodal Large Language Models: A Survey.
ACL (Findings)
Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
2024 — conf
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs.
CVPR Workshops
Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs.
CoRR
Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2023 — conf
SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning.
ICIAP (1)
Davide Caffagni, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara