MORATELLI, NICHOLAS
MORATELLI, NICHOLAS
Dipartimento di Ingegneria "Enzo Ferrari"
Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization
2024 Moratelli, Nicholas; Barraco, Manuele; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering
2025 Cocchi, Federico; Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
Causal Graphical Models for Vision-Language Compositional Understanding
2025 Parascandolo, Fiorenzo; Moratelli, Nicholas; Sangineto, Enver; Baraldi, Lorenzo; Cucchiara, Rita
Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates
2023 Moratelli, Nicholas; Barraco, Manuele; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
Fluent and Accurate Image Captioning with a Self-Trained Reward Model
2024 Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning
2025 Cocchi, Federico; Moratelli, Nicholas; Caffagni, Davide; Sarto, Sara; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita
Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization
2025 Compagnoni, Alberto; Caffagni, Davide; Moratelli, Nicholas; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita
Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis
2024 Bucciarelli, Davide; Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training
2025 Sarto, Sara; Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization
2024 Moratelli, Nicholas; Caffagni, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
The Revolution of Multimodal Large Language Models: A Survey
2024 Caffagni, Davide; Cocchi, Federico; Barsellotti, Luca; Moratelli, Nicholas; Sarto, Sara; Baraldi, Lorenzo; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs
2024 Caffagni, Davide; Cocchi, Federico; Moratelli, Nicholas; Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization | 1-gen-2024 | Moratelli, Nicholas; Barraco, Manuele; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita | |
| Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering | 1-gen-2025 | Cocchi, Federico; Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita | |
| Causal Graphical Models for Vision-Language Compositional Understanding | 1-gen-2025 | Parascandolo, Fiorenzo; Moratelli, Nicholas; Sangineto, Enver; Baraldi, Lorenzo; Cucchiara, Rita | |
| Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates | 1-gen-2023 | Moratelli, Nicholas; Barraco, Manuele; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita | |
| Fluent and Accurate Image Captioning with a Self-Trained Reward Model | 1-gen-2024 | Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita | |
| LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning | 1-gen-2025 | Cocchi, Federico; Moratelli, Nicholas; Caffagni, Davide; Sarto, Sara; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita | |
| Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization | 1-gen-2025 | Compagnoni, Alberto; Caffagni, Davide; Moratelli, Nicholas; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita | |
| Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis | 1-gen-2024 | Bucciarelli, Davide; Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita | |
| Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training | 1-gen-2025 | Sarto, Sara; Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita | |
| Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization | 1-gen-2024 | Moratelli, Nicholas; Caffagni, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita | |
| The Revolution of Multimodal Large Language Models: A Survey | 1-gen-2024 | Caffagni, Davide; Cocchi, Federico; Barsellotti, Luca; Moratelli, Nicholas; Sarto, Sara; Baraldi, Lorenzo; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita | |
| Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs | 1-gen-2024 | Caffagni, Davide; Cocchi, Federico; Moratelli, Nicholas; Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita |
