TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes

Authors: D'Amelio, Alessandro, Cartella, Giuseppe, Cuculo, Vittorio, Lucchi, Manuele, Cornia, Marcella, Cucchiara, Rita, Boccignone, Giuseppe

Source: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2025 IEEE/CVF Winter Conference on. :8786-8795 Feb, 2025

Relation: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

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

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

Source: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2025 IEEE/CVF Winter Conference on. :8853-8862 Feb, 2025

Relation: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Semantically Conditioned Prompts for Visual Recognition Under Missing Modality Scenarios

Authors: Pipoli, Vittorio, Bolelli, Federico, Sarto, Sara, Cornia, Marcella, Baraldi, Lorenzo, Grana, Costantino, Cucchiara, Rita, Ficarra, Elisa

Source: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) WACV Applications of Computer Vision (WACV), 2025 IEEE/CVF Winter Conference on. :4968-4977 Feb, 2025

Relation: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation

Authors: Sanguigni, Fulvio, Morelli, Davide, Cornia, Marcella, Cucchiara, Rita

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2504.14011

Diffusion Transformers for Tabular Data Time Series Generation

Authors: Garuti, Fabrizio, Sangineto, Enver, Luetto, Simone, Forni, Lorenzo, Cucchiara, Rita

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2504.07566

Zero-Shot Styled Text Image Generation, but Make It Autoregressive

Authors: Pippi, Vittorio, Quattrini, Fabio, Cascianelli, Silvia, Tonioni, Alessio, Cucchiara, Rita

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2503.17074

LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2503.15621

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

Authors: Sarto, Sara, Cornia, Marcella, Cucchiara, Rita

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.14604

Hyperbolic Safety-Aware Vision-Language Models

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2503.12127

DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection

Authors: Cappellino, Chiara, Mancusi, Gianluca, Mosconi, Matteo, Porrello, Angelo, Calderara, Simone, Cucchiara, Rita

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2503.09271

ToFu: Visual Tokens Reduction via Fusion for Multi-modal, Multi-patch, Multi-image Task

Authors: Pippi, Vittorio, Guillaumin, Matthieu, Cascianelli, Silvia, Cucchiara, Rita, Jaritz, Maximilian, Bazzani, Loris

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2503.04444

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

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2503.01980

VATr++: Choose Your Words Wisely for Handwritten Text Generation

Authors: Vanherle, B., Pippi, V., Cascianelli, S., Michiels, N., Van Reeth, F., Cucchiara, R.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(2):934-948 Feb, 2025

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

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2412.19304

Causal Graphical Models for Vision-Language Compositional Understanding

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2412.09353

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

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

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2024 IEEE/CVF Conference on. :1818-1826 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

AIGeN: An Adversarial Approach for Instruction Generation in VLN

Authors: Rawal, Niyati, Bigazzi, Roberto, Baraldi, Lorenzo, Cucchiara, Rita

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2024 IEEE/CVF Conference on. :2070-2080 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation

Authors: Barsellotti, Luca, Amoroso, Roberto, Cornia, Marcella, Baraldi, Lorenzo, Cucchiara, Rita

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :3689-3698 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

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

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Multimedia

Access URL: http://arxiv.org/abs/2412.03665

Multiclass Unlearning for Image Classification via Weight Filtering

Authors: Poppi, S., Sarto, S., Cornia, M., Baraldi, L., Cucchiara, R.

Source: IEEE Intelligent Systems IEEE Intell. Syst. Intelligent Systems, IEEE. 39(6):40-47 Jan, 2024