Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates. - Nicholas Moratelli; Manuele Barraco; Davide Morelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (Sensors, 2023)

The Revolution of Multimodal Large Language Models: A Survey. - Davide Caffagni; Federico Cocchi; Luca Barsellotti; Nicholas Moratelli; Sara Sarto; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (ACL (Findings), 2024)

Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. - Nicholas Moratelli; Davide Caffagni; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (BMVC, 2024)

Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. - Davide Caffagni; Federico Cocchi; Nicholas Moratelli; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (CVPR Workshops, 2024)

Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis. - Davide Bucciarelli; Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ECCV Workshops (22), 2024)

Fluent and Accurate Image Captioning with a Self-trained Reward Model. - Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICPR (18), 2024)

The (R)Evolution of Multimodal Large Language Models: A Survey. - Davide Caffagni; Federico Cocchi; Luca Barsellotti; Nicholas Moratelli; Sara Sarto; Lorenzo Baraldi 001; Lorenzo Baraldi 002; Marcella Cornia; Rita Cucchiara (CoRR, 2024)

Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs. - Davide Caffagni; Federico Cocchi; Nicholas Moratelli; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization. - Nicholas Moratelli; Davide Caffagni; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training. - Sara Sarto; Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (CoRR, 2024)

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering. - Federico Cocchi; Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (CoRR, 2024)

Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis. - Davide Bucciarelli; Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (CoRR, 2024)

Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization. - Nicholas Moratelli; Manuele Barraco; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (IEEE Intell. Syst., 2024)

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering. - Federico Cocchi; Nicholas Moratelli; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (CVPR, 2025)

Causal Graphical Models for Vision-Language Compositional Understanding. - Fiorenzo Parascandolo; Nicholas Moratelli; Enver Sangineto; Lorenzo Baraldi 002; Rita Cucchiara (ICLR, 2025)

LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning. - Federico Cocchi; Nicholas Moratelli; Davide Caffagni; Sara Sarto; Lorenzo Baraldi 001; Marcella Cornia; Rita Cucchiara (CoRR, 2025)