Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis. - Federico Cocchi; Lorenzo Baraldi 002; Samuele Poppi; Marcella Cornia; Lorenzo Baraldi 001; Rita Cucchiara (ICIAP (2), 2023)

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation. - Federico Betti; Jacopo Staiano; Lorenzo Baraldi 002; Lorenzo Baraldi 001; Rita Cucchiara; Nicu Sebe (ACM Multimedia, 2023)

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)

AIGeN: An Adversarial Approach for Instruction Generation in VLN. - Niyati Rawal; Roberto Bigazzi; Lorenzo Baraldi 002; Rita Cucchiara (CVPR Workshops, 2024)

Intelligent Multimodal Artificial Agents that Talk and Express Emotions. - Niyati Rawal; Rahul Singh Maharjan; Marta Romeo; Roberto Bigazzi; Lorenzo Baraldi 002; Rita Cucchiara; Angelo Cangelosi (HFR, 2024)

Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation. - Silvia Cappelletti; Lorenzo Baraldi 001; Federico Cocchi; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (ICPR (21), 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)

Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities. - Lorenzo Baraldi 002; Federico Cocchi; Marcella Cornia; Lorenzo Baraldi 001; Alessandro Nicolosi; Rita Cucchiara (CoRR, 2024)

Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection. - Federico Betti; Lorenzo Baraldi 001; Lorenzo Baraldi 002; Rita Cucchiara; Nicu Sebe (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)

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

Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval. - Davide Caffagni; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 002; Rita Cucchiara (CVPR, 2025)

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)

Hyperbolic Safety-Aware Vision-Language Models. - Tobia Poppi; Tejaswi Kasarla; Pascal Mettes; Lorenzo Baraldi 002; Rita Cucchiara (CVPR, 2025)

Multimodal Emotion Recognition in Conversation via Possible Speaker's Audio and Visual Sequence Selection. - Rahul Singh Maharjan; Niyati Rawal; Marta Romeo; Lorenzo Baraldi 002; Rita Cucchiara; Angelo Cangelosi (ICASSP, 2025)

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

AIGeN-Llama: An Adversarial Approach for Instruction Generation in VLN using Llama2 Model. - Niyati Rawal; Lorenzo Baraldi 002; Rita Cucchiara (IRCDL, 2025)

Perceive. Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries. - Roberto Amoroso; Gengyuan Zhang; Rajat Koner; Lorenzo Baraldi 002; Rita Cucchiara; Volker Tresp (WACV, 2025)

Semantically Conditioned Prompts for Visual Recognition Under Missing Modality Scenarios. - Vittorio Pipoli; Federico Bolelli; Sara Sarto; Marcella Cornia; Lorenzo Baraldi 002; Costantino Grana; Rita Cucchiara; Elisa Ficarra (WACV, 2025)

Learning to mask and permute visual tokens for Vision Transformer pre-training. - Lorenzo Baraldi 002; Roberto Amoroso; Marcella Cornia; Lorenzo Baraldi 001; Andrea Pilzer; Rita Cucchiara (Comput. Vis. Image Underst., 2025)

What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models. - Lorenzo Baraldi 001; Davide Bucciarelli; Federico Betti; Marcella Cornia; Lorenzo Baraldi 002; Nicu Sebe; Rita Cucchiara (CoRR, 2025)

RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors. - Hicham Eddoubi; Jonas Ricker; Federico Cocchi; Lorenzo Baraldi 001; Angelo Sotgiu; Maura Pintor; Marcella Cornia; Lorenzo Baraldi 002; Asja Fischer; Rita Cucchiara; Battista Biggio (CoRR, 2025)