Cornia, Marcella

32 publications

CVPR 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-Based Visual Question Answering Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

IJCAI 2025 Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives Sara Sarto, Marcella Cornia, Rita Cucchiara

ICCV 2025 MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models Vittorio Pipoli, Alessia Saporita, Federico Bolelli, Marcella Cornia, Lorenzo Baraldi, Costantino Grana, Rita Cucchiara, Elisa Ficarra

ICCV 2025 Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction Giuseppe Cartella, Vittorio Cuculo, Alessandro D'Amelio, Marcella Cornia, Giuseppe Boccignone, Rita Cucchiara

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

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

WACV 2025 TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes Alessandro D'Amelio, Giuseppe Cartella, Vittorio Cuculo, Manuele Lucchi, Marcella Cornia, Rita Cucchiara, Giuseppe Boccignone

ICCV 2025 Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation Luca Barsellotti, Lorenzo Bianchi, Nicola Messina, Fabio Carrara, Marcella Cornia, Lorenzo Baraldi, Fabrizio Falchi, Rita Cucchiara

ICCV 2025 What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models Lorenzo Baraldi, Davide Bucciarelli, Federico Betti, Marcella Cornia, Lorenzo Baraldi, Nicu Sebe, Rita Cucchiara

ECCV 2024 BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

ECCV 2024 Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara

NeurIPS 2024 Personalized Instance-Based Navigation Toward User-Specific Objects in Realistic Environments Luca Barsellotti, Roberto Bigazzi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

ECCVW 2024 Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis Davide Bucciarelli, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

ECCVW 2024 Pixels of Faith: Exploiting Visual Saliency to Detect Religious Image Manipulation Giuseppe Cartella, Vittorio Cuculo, Marcella Cornia, Marco Papasidero, Federico Ruozzi, Rita Cucchiara

ECCV 2024 Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CVPR 2024 Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation Luca Barsellotti, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

IJCAI 2024 Trends, Applications, and Challenges in Human Attention Modelling Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D'Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara

CVPRW 2024 Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

ICCV 2023 Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara

CVPR 2023 Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

ICCV 2023 With a Little Help from Your Own past: Prototypical Memory Networks for Image Captioning Manuele Barraco, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

ECCV 2022 Dress Code: High-Resolution Multi-Category Virtual Try-on Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara

CVPRW 2022 Dress Code: High-Resolution Multi-Category Virtual Try-on Davide Morelli, Matteo Fincato, Marcella Cornia, Federico Landi, Fabio Cesari, Rita Cucchiara

CVPRW 2022 Dual-Branch Collaborative Transformer for Virtual Try-on Emanuele Fenocchi, Davide Morelli, Marcella Cornia, Lorenzo Baraldi, Fabio Cesari, Rita Cucchiara

CVPRW 2022 The Unreasonable Effectiveness of CLIP Features for Image Captioning: An Experimental Analysis Manuele Barraco, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara

CVPRW 2021 Revisiting the Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CVPRW 2018 SAM: Pushing the Limits of Saliency Prediction Models Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara

ECCVW 2018 Towards Cycle-Consistent Models for Text and Image Retrieval Marcella Cornia, Lorenzo Baraldi, Hamed R. Tavakoli, Rita Cucchiara

ECCVW 2018 Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach Angelo Carraggi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

ECCVW 2018 What Was Monet Seeing While Painting? Translating Artworks to Photo-Realistic Images Matteo Tomei, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara

ECCV 2016 Multi-Level Net: A Visual Saliency Prediction Model Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara

ECCVW 2016 Multi-Level Net: A Visual Saliency Prediction Model Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara