Sara Sarto

According to our database, Sara Sarto authored at least 24 papers between 2022 and 2026.

Collaborative distances:

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

2026

Few Channels Draw The Whole Picture: Revealing Massive Activations in Diffusion Transformers.

Evelyn Turri, Davide Bucciarelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia

CoRR, May, 2026

RaTA-Tool: Retrieval-based Tool Selection with Multimodal Large Language Models.

Gabriele Mattioli, Evelyn Turri, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, April, 2026

Look Twice: Training-Free Evidence Highlighting in Multimodal Large Language Models.

Marco Morini, Sara Sarto, Marcella Cornia, Lorenzo Baraldi

CoRR, April, 2026

2025

Seeing Beyond Words: Self-Supervised Visual Learning for Multimodal Large Language Models.

Davide Caffagni, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Pier Luigi Dovesi, Shaghayegh Roohi, Mark Granroth-Wilding, Rita Cucchiara

CoRR, December, 2025

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

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

Int. J. Comput. Vis., November, 2025

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering.

Alberto Compagnoni, Marco Morini, Sara Sarto, Federico Cocchi, Davide Caffagni, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, November, 2025

Recurrence Meets Transformers for Universal Multimodal Retrieval.

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

CoRR, September, 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

Image Captioning Evaluation in the Age of Multimodal LLMs: Challenges and Future Perspectives.

Sara Sarto, Marcella Cornia, Rita Cucchiara

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 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, Marcella Cornia, Rita Cucchiara

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 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

Towards Retrieval-Augmented Architectures for Image Captioning.

Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara

ACM Trans. Multim. Comput. Commun. Appl., August, 2024

Video Surveillance and Privacy: A Solvable Paradox?

Rita Cucchiara, Lorenzo Baraldi, Marcella Cornia, Sara Sarto

Computer, March, 2024

Multiclass Unlearning for Image Classification via Weight Filtering.

Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

IEEE Intell. Syst., 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

Unlearning Vision Transformers Without Retaining Data via Low-Rank Decompositions.

Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

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

BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues.

Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the Computer Vision - ECCV 2024, 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

The Revolution of Multimodal Large Language Models: A Survey.

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

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Multi-Class Explainable Unlearning for Image Classification via Weight Filtering.

Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, 2023

Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation.

Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

CoRR, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation.

Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Retrieval-Augmented Transformer for Image Captioning.

Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Proceedings of the CBMI 2022: International Conference on Content-based Multimedia Indexing, Graz, Austria, September 14, 2022