Lorenzo Baraldi

According to our database, Lorenzo Baraldi authored at least 23 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors.

Hicham Eddoubi, Jonas Ricker, Federico Cocchi, Lorenzo Baraldi, Angelo Sotgiu, Maura Pintor, Marcella Cornia, Lorenzo Baraldi, Asja Fischer, Rita Cucchiara, Battista Biggio

CoRR, June, 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

CoRR, May, 2025

Learning to mask and permute visual tokens for Vision Transformer pre-training.

Lorenzo Baraldi, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Andrea Pilzer, Rita Cucchiara

Comput. Vis. Image Underst., 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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Perceive. Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries.

Roberto Amoroso, Gengyuan Zhang, Rajat Koner, Lorenzo Baraldi, Rita Cucchiara, Volker Tresp

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

AIGeN-Llama: An Adversarial Approach for Instruction Generation in VLN using Llama2 Model.

Niyati Rawal, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the 21st Conference on Information and Research science Connecting to Digital and Library science, 2025

Causal Graphical Models for Vision-Language Compositional Understanding.

Fiorenzo Parascandolo, Nicholas Moratelli, Enver Sangineto, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Multimodal Emotion Recognition in Conversation via Possible Speaker's Audio and Visual Sequence Selection.

Rahul Singh Maharjan, Niyati Rawal, Marta Romeo, Lorenzo Baraldi, Rita Cucchiara, Angelo Cangelosi

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Hyperbolic Safety-Aware Vision-Language Models.

Tobia Poppi, Tejaswi Kasarla, Pascal Mettes, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering.

Federico Cocchi, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval.

Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Personalizing Multimodal Large Language Models for Image Captioning: An Experimental Analysis.

Davide Bucciarelli, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, 2024

Positive-Augmented Contrastive Learning for Vision-and-Language Evaluation and Training.

Sara Sarto, Nicholas Moratelli, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, 2024

Optimizing Resource Consumption in Diffusion Models through Hallucination Early Detection.

Federico Betti, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe

CoRR, 2024

Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities.

Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara

CoRR, 2024

The (R)Evolution of Multimodal Large Language Models: A Survey.

Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara

CoRR, 2024

Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation.

Silvia Cappelletti, Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Intelligent Multimodal Artificial Agents that Talk and Express Emotions.

Niyati Rawal, Rahul Singh Maharjan, Marta Romeo, Roberto Bigazzi, Lorenzo Baraldi, Rita Cucchiara, Angelo Cangelosi

Proceedings of the Human-Friendly Robotics 2024 - HFR: 17th International Workshop on Human-Friendly Robotics, Lugano, Switzerland, 30 September, 2024

AIGeN: An Adversarial Approach for Instruction Generation in VLN.

Niyati Rawal, Roberto Bigazzi, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs.

Davide Caffagni, Federico Cocchi, Nicholas Moratelli, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization.

Nicholas Moratelli, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the 35th British Machine Vision Conference, 2024

2023

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation.

Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis.

Federico Cocchi, Lorenzo Baraldi, Samuele Poppi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023