Two papers accepted at WACV 2025 · 11/01/2024

Glad to announce that our papers, "Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios" (with V. Pipoli, F. Bolelli, S. Sarto, M. Cornia, C. Grana, R. Cucchiara and E. Ficarra) and "Perceive, Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries" (with R. Amoroso, G. Zhang, R. Koner, R. Cucchiara, V. Tresp) have been accepted at WACV 2025!

Paper accepted to NeurIPS 2024 · 09/26/2024

Our paper, "Personalized Instance-based Navigation Toward User-Specific Objects in Realistic Environments", has been accepted to NeurIPS 2024, Datasets and Benchmarks track!

Introducing LLaVa-MORE · 08/03/2024

Today we are introducing LLaVA-MORE, a family of models that enhances LLaVA by integrating LLaMA 3.1 as the language model. Check out our Github repo!

Oral paper accepted to BMVC 2024 · 07/20/2024

Our paper, "Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization", has been accepted for oral presentation to BMVC 2024!

MINERVA proposal successful! · 07/04/2024

Our proposal MINERVA, submitted to the DIGITAL-EUROHPC-JU-2023-AISC-03-01 call, and coordinated by CINECA, has been successfully approved!

Three papers accepted at ECCV 2024! · 07/01/2024

Glad to announce that we have three papers accepted at ECCV 2024: "Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models", "Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities" and "BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues". 

Paper accepted to ACL 2024 · 05/16/2024

Our paper, "The Revolution of Multimodal Large Language Models: A Survey", has been accepted to the ACL 2024 Findings!

Three workshop proposals accepted at ECCV 2024 · 04/14/2024

Glad to announce that I will be organizing three workshops at ECCV 2024: "Computational Aspects of Deep Learning" (CADL) with NVIDIA, "TWYN: Trust What You learN. 1st Workshop on Trustworthiness in Computer Vision" with Leonardo SpA, and AI4DH "Artificial Intelligence for Digital Humanities" with UNIMC. Details soon to follow!

Paper accepted at CVPR 2024 · 02/27/2024

Our paper "Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation" (with L. Barsellotti, R. Amoroso, M. Cornia, R. Cucchiara) has been accepted at CVPR 2024! [project page, video, arxiv]

Paper accepted at ICRA 2024 · 02/10/2024

Our paper "Mapping High-level Semantic Regions in Indoor Environments without Object Recognition" (with R. Bigazzi, S. Kousik, R. Cucchiara and M. Pavone) has been accepted as oral to ICRA 2024!

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

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

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

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

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Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation
Luca Barsellotti, Roberto Amoroso, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition

PDF  Project 

The Revolution 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
Findings of the Association for Computational Linguistics: ACL 2024

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What’s Outside the Intersection? Fine-grained Error Analysis for Semantic Segmentation Beyond IoU
Maximilian Bernhard, Yannic Kindermann, Roberto Amoroso, Matthias Schubert, Lorenzo Baraldi, Rita Cucchiara, Volker Tresp
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

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FOSSIL: Free Open-Vocabulary Semantic Segmentation through Synthetic References Retrieval
Luca Barsellotti, Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

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Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets
M. Cornia, L. Baraldi, G. Fiameni, R. Cucchiara
International Journal of Computer Vision

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Fully-Attentive Iterative Networks for Region-based Controllable Image and Video Captioning
M. Cornia, L. Baraldi, A. Tal, R. Cucchiara
Computer Vision and Image Understanding

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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

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Video Surveillance and Privacy: A Solvable Paradox?
Rita Cucchiara, Lorenzo Baraldi, Marcella Cornia, Sara Sarto
IEEE Computer

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Superpixel Positional Encoding to Improve ViT-based Semantic Segmentation Models
Roberto Amoroso, Matteo Tomei, Lorenzo Baraldi, Rita Cucchiara
Proceedings of the British Machine Vision Conference 2023

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Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation
Sara Sarto, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition

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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 ACM International Conference on Multimedia 2023

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From Show to Tell: A Survey on Image Captioning
M. Stefanini, M. Cornia, L. Baraldi, S. Cascianelli, G. Fiameni, R. Cucchiara
IEEE TPAMI

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Video action detection by learning graph-based spatio-temporal interactions
Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara
Computer Vision and Image Understanding

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SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability
Marcella Cornia, LORENZO BARALDI, Rita Cucchiara
International Conference on Robotics and Automation

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Meshed-Memory Transformer for Image Captioning
MARCELLA CORNIA, MATTEO STEFANINI, LORENZO BARALDI, Rita CUCCHIARA
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition

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Embodied Vision-and-Language Navigation with Dynamic Convolutional Filters
Federico Landi, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
BMVC 2019

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Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions
Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
CVPR 2019

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Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation
Matteo Tomei, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
CVPR 2019

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Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model
Marcella Cornia, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara
IEEE TRANSACTIONS ON IMAGE PROCESSING

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LAMV: Learning to align and match videos with kernelized temporal layers
Lorenzo Baraldi, Matthijs Douze, Rita Cucchiara, Hervé Jégou
CVPR 2018

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Hierarchical Boundary-Aware Neural Encoder for Video Captioning
Lorenzo Baraldi, Costantino Grana, Rita Cucchiara
CVPR 2017

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