Cucchiara, Rita

101 publications

ICLR 2025 A Second-Order Perspective on Model Compositionality and Incremental Learning Angelo Porrello, Lorenzo Bonicelli, Pietro Buzzega, Monica Millunzi, Simone Calderara, Rita Cucchiara

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

ICLR 2025 Causal Graphical Models for Vision-Language Compositional Understanding Fiorenzo Parascandolo, Nicholas Moratelli, Enver Sangineto, Lorenzo Baraldi, Rita Cucchiara

ICLR 2025 Diffusion Transformers for Tabular Data Time Series Generation Fabrizio Garuti, Enver Sangineto, Simone Luetto, Lorenzo Forni, Rita Cucchiara

NeurIPS 2025 DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection Chiara Cappellino, Gianluca Mancusi, Matteo Mosconi, Angelo Porrello, Simone Calderara, Rita Cucchiara

CVPR 2025 Hyperbolic Safety-Aware Vision-Language Models Tobia Poppi, Tejaswi Kasarla, Pascal Mettes, 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

MLJ 2025 One Transformer for All Time Series: Representing and Training with Time-Dependent Heterogeneous Tabular Data Simone Luetto, Fabrizio Garuti, Enver Sangineto, Lorenzo Forni, Rita Cucchiara

WACV 2025 Perceive Query & Reason: Enhancing Video QA with Question-Guided Temporal Queries Roberto Amoroso, Gengyuan Zhang, Rajat Koner, Lorenzo Baraldi, Rita Cucchiara, Volker Tresp

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

CVPR 2025 Zero-Shot Styled Text Image Generation, but Make It Autoregressive Vittorio Pippi, Fabio Quattrini, Silvia Cascianelli, Alessio Tonioni, Rita Cucchiara

CVPRW 2024 AIGeN: An Adversarial Approach for Instruction Generation in VLN Niyati Rawal, Roberto Bigazzi, Lorenzo Baraldi, Rita Cucchiara

ECCVW 2024 Alfie: Democratising RGBA Image Generation with No $$$ Fabio Quattrini, Vittorio Pippi, Silvia Cascianelli, 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

WACV 2024 FOSSIL: Free Open-Vocabulary Semantic Segmentation Through Synthetic References Retrieval Luca Barsellotti, Roberto Amoroso, Lorenzo Baraldi, Rita Cucchiara

NeurIPS 2024 Is Multiple Object Tracking a Matter of Specialization? Gianluca Mancusi, Mattia Bernardi, Aniello Panariello, Angelo Porrello, Rita Cucchiara, Simone Calderara

ECCVW 2024 KRONC: Keypoint-Based Robust Camera Optimization for 3D Car Reconstruction Davide Di Nucci, Alessandro Simoni, Matteo Tomei, Luca Ciuffreda, Roberto Vezzani, Rita Cucchiara

ECCVW 2024 Maximally Separated Active Learning Tejaswi Kasarla, Abhishek Jha, Faye Tervoort, Rita Cucchiara, Pascal Mettes

ECCV 2024 Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas Fabio Quattrini, Vittorio Pippi, Silvia Cascianelli, Rita Cucchiara

ECCVW 2024 Optimizing Resource Consumption in Diffusion Models Through Hallucination Early Detection Federico Betti, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe

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

NeurIPS 2024 Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren, Yawei Li, Jingyun Liang, Rakesh Ranjan, Mengyuan Liu, Rita Cucchiara, Luc Van Gool, Ming-Hsuan Yang, Nicu Sebe

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

WACV 2024 What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU Maximilian Bernhard, Roberto Amoroso, Yannic Kindermann, Lorenzo Baraldi, Rita Cucchiara, Volker Tresp, Matthias Schubert

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

ECCVW 2024 Μgat: Improving Single-Page Document Parsing by Providing Multi-Page Context Fabio Quattrini, Carmine Zaccagnino, Silvia Cascianelli, Laura Righi, Rita Cucchiara

CVPR 2023 Handwritten Text Generation from Visual Archetypes Vittorio Pippi, Silvia Cascianelli, Rita Cucchiara

ICML 2023 Input Perturbation Reduces Exposure Bias in Diffusion Models Mang Ning, Enver Sangineto, Angelo Porrello, Simone Calderara, Rita Cucchiara

CVPR 2023 Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers Bin Ren, Yahui Liu, Yue Song, Wei Bi, Rita Cucchiara, Nicu Sebe, Wei Wang

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 TrackFlow: Multi-Object Tracking with Normalizing Flows Gianluca Mancusi, Aniello Panariello, Angelo Porrello, Matteo Fabbri, Simone Calderara, Rita Cucchiara

ICCVW 2023 Volumetric Fast Fourier Convolution for Detecting Ink on the Carbonized Herculaneum Papyri Fabio Quattrini, Vittorio Pippi, Silvia Cascianelli, 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

ECCVW 2022 Consistency-Based Self-Supervised Learning for Temporal Anomaly Localization Aniello Panariello, Angelo Porrello, Simone Calderara, 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 Goal-Driven Self-Attentive Recurrent Networks for Trajectory Prediction Luigi Filippo Chiara, Pasquale Coscia, Sourav Das, Simone Calderara, Rita Cucchiara, Lamberto Ballan

CVPR 2022 How Many Observations Are Enough? Knowledge Distillation for Trajectory Forecasting Alessio Monti, Angelo Porrello, Simone Calderara, Pasquale Coscia, Lamberto Ballan, Rita Cucchiara

NeurIPS 2022 Maximum Class Separation as Inductive Bias in One Matrix Tejaswi Kasarla, Gertjan Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes

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 Estimating (and Fixing) the Effect of Face Obfuscation in Video Recognition Matteo Tomei, Lorenzo Baraldi, Simone Bronzin, Rita Cucchiara

ICCV 2021 MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? Matteo Fabbri, Guillem Brasó, Gianluca Maugeri, Orcun Cetintas, Riccardo Gasparini, Aljoša Ošep, Simone Calderara, Laura Leal-Taixé, 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

AISTATS 2019 Classifying Signals on Irregular Domains via Convolutional Cluster Pooling Angelo Porrello, Davide Abati, Simone Calderara, Rita Cucchiara

ECCVW 2018 End-to-End 6-DoF Object Pose Estimation Through Differentiable Rasterization Andrea Palazzi, Luca Bergamini, Simone Calderara, Rita Cucchiara

ECCV 2018 Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World Matteo Fabbri, Fabio Lanzi, Simone Calderara, Andrea Palazzi, Roberto Vezzani, 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

CVPRW 2018 Unsupervised Vehicle Re-Identification Using Triplet Networks Pedro A. Marín-Reyes, Andrea Palazzi, Luca Bergamini, Simone Calderara, Javier Lorenzo-Navarro, 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

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

CVPR 2017 POSEidon: Face-from-Depth for Driver Pose Estimation Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara

CVPRW 2016 Body Part Based Re-Identification from an Egocentric Perspective Federica Fergnani, Stefano Alletto, Giuseppe Serra, Joaquim De Mira, Rita Cucchiara

ECCV 2016 Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager Francesco Paci, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara, Luca Benini

ECCVW 2016 Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager Francesco Paci, Lorenzo Baraldi, Giuseppe Serra, Rita Cucchiara, Luca Benini

CVPRW 2016 DR(eye)VE: A Dataset for Attention-Based Tasks with Applications to Autonomous and Assisted Driving Stefano Alletto, Andrea Palazzi, Francesco Solera, Simone Calderara, 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

ECCV 2016 Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani, Francesco Solera, Roger S. Zou, Rita Cucchiara, Carlo Tomasi

ECCVW 2016 Performance Measures and a Data Set for Multi-Target, Multi-Camera Tracking Ergys Ristani, Francesco Solera, Roger S. Zou, Rita Cucchiara, Carlo Tomasi

ICCV 2015 Learning to Divide and Conquer for Online Multi-Target Tracking Francesco Solera, Simone Calderara, Rita Cucchiara

CVPRW 2015 Learning to Identify Leaders in Crowd Francesco Solera, Simone Calderara, Rita Cucchiara

CVPRW 2014 From Ego to Nos-Vision: Detecting Social Relationships in First-Person Views Stefano Alletto, Giuseppe Serra, Simone Calderara, Francesco Solera, Rita Cucchiara

CVPRW 2014 Gesture Recognition in Ego-Centric Videos Using Dense Trajectories and Hand Segmentation Lorenzo Baraldi, Francesco Paci, Giuseppe Serra, Luca Benini, Rita Cucchiara

CVPRW 2013 A Mobile Vision System for Fast and Accurate Ellipse Detection Michele Fornaciari, Rita Cucchiara, Andrea Prati

ECCV 2012 A Human vs. Machine Challenge in Fashion Color Classification Costantino Grana, Daniele Borghesani, Rita Cucchiara

ECCVW 2012 A Human vs. Machine Challenge in Fashion Color Classification Costantino Grana, Daniele Borghesani, Rita Cucchiara

ECCV 2012 Computer Vision - ECCV 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part I Andrea Fusiello, Vittorio Murino, Rita Cucchiara

ECCVW 2012 Computer Vision - ECCV 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part I Andrea Fusiello, Vittorio Murino, Rita Cucchiara

ECCV 2012 Computer Vision - ECCV 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part II Andrea Fusiello, Vittorio Murino, Rita Cucchiara

ECCVW 2012 Computer Vision - ECCV 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part II Andrea Fusiello, Vittorio Murino, Rita Cucchiara

ECCV 2012 Computer Vision - ECCV 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part III Andrea Fusiello, Vittorio Murino, Rita Cucchiara

ECCVW 2012 Computer Vision - ECCV 2012. Workshops and Demonstrations - Florence, Italy, October 7-13, 2012, Proceedings, Part III Andrea Fusiello, Vittorio Murino, Rita Cucchiara

ECCV 2012 People Orientation Recognition by Mixtures of Wrapped Distributions on Random Trees Davide Baltieri, Roberto Vezzani, Rita Cucchiara

CVPRW 2012 Understanding Dyadic Interactions Applying Proxemic Theory on Videosurveillance Trajectories Simone Calderara, Rita Cucchiara

CVPRW 2011 A Real-Time Embedded Solution for Skew Correction in Banknote Analysis A. Rashid, Andrea Prati, Rita Cucchiara

CVPRW 2011 A Reasoning Engine for Intruders' Localization in Wide Open Areas Using a Network of Cameras and RFIDs Rita Cucchiara, Michele Fornaciari, Razia Haider, Federica Mandreoli, Riccardo Martoglia, Andrea Prati, Simona Sassatelli

CVPRW 2011 Energy-Efficient Foreground Object Detection on Embedded Smart Cameras by Hardware-Level Operations Mauricio Casares, Paolo Santinelli, Senem Velipasalar, Andrea Prati, Rita Cucchiara

CVPRW 2010 Event Driven Software Architecture for Multi-Camera and Distributed Surveillance Research Systems Roberto Vezzani, Rita Cucchiara

ECCV 2010 Multi-Stage Sampling with Boosting Cascades for Pedestrian Detection in Images and Videos Giovanni Gualdi, Andrea Prati, Rita Cucchiara

CVPRW 2010 People Trajectory Mining with Statistical Pattern Recognition Simone Calderara, Rita Cucchiara

CVPRW 2010 Perspective and Appearance Context for People Surveillance in Open Areas Giovanni Gualdi, Andrea Prati, Rita Cucchiara

CVPR 2008 Using Circular Statistics for Trajectory Shape Analysis Andrea Prati, Simone Calderara, Rita Cucchiara

ECCV 2006 FaceMouse: A Human-Computer Interface for Tetraplegic People Emanuele Perini, Simone Soria, Andrea Prati, Rita Cucchiara

CVPR 2003 Object Segmentation in Videos from Moving Camera with MRFs on Color and Motion Features Rita Cucchiara, Andrea Prati, Roberto Vezzani

CVPR 2001 Analysis and Detection of Shadows in Video Streams: A Comparative Evaluation Andrea Prati, Rita Cucchiara, Ivana Mikic, Mohan M. Trivedi

IJCAI 1999 Constraint Propagation and Value Acquisition: Why We Should Do It Interactively Evelina Lamma, Paola Mello, Michela Milano, Rita Cucchiara, Marco Gavanelli, Massimo Piccardi