Nicholas Moratelli

21 papers A* 2A 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering.
CVPR
Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2025 A* conf
Causal Graphical Models for Vision-Language Compositional Understanding.
ICLR
Fiorenzo Parascandolo, Nicholas Moratelli, Enver Sangineto, Lorenzo Baraldi, 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
Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training.
Int. J. Comput. Vis.
Sara Sarto, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization.
IEEE Intell. Syst.
Nicholas Moratelli, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering.
CoRR
Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Causal Graphical Models for Vision-Language Compositional Understanding.
CoRR
Fiorenzo Parascandolo, Nicholas Moratelli, Enver Sangineto, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Fluent and Accurate Image Captioning with a Self-Trained Reward Model.
CoRR
Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 — conf
Fluent and Accurate Image Captioning with a Self-trained Reward Model.
ICPR (18)
Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 — conf
Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis.
ECCV Workshops (22)
Davide Bucciarelli, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis.
CoRR
Davide Bucciarelli, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
2024 J jnl
Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training.
CoRR
Sara Sarto, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, 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 J jnl
Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates.
Sensors
Nicholas Moratelli, Manuele Barraco, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara