Ricci, Elisa

75 publications

CVPR 2025 Can Text-to-Video Generation Help Video-Language Alignment? Luca Zanella, Massimiliano Mancini, Willi Menapace, Sergey Tulyakov, Yiming Wang, Elisa Ricci

CVPR 2025 Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers Quentin Guimard, Moreno D'Incà, Massimiliano Mancini, Elisa Ricci

CVPR 2025 Compositional Caching for Training-Free Open-Vocabulary Attribute Detection Marco Garosi, Alessandro Conti, Gaowen Liu, Elisa Ricci, Massimiliano Mancini

NeurIPS 2025 ConViS-Bench: Estimating Video Similarity Through Semantic Concepts Benedetta Liberatori, Alessandro Conti, Lorenzo Vaquero, Yiming Wang, Elisa Ricci, Paolo Rota

ICCV 2025 FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models Mainak Singha, Subhankar Roy, Sarthak Mehrotra, Ankit Jha, Moloud Abdar, Biplab Banerjee, Elisa Ricci

TMLR 2025 Group-Robust Machine Unlearning Thomas De Min, Subhankar Roy, Stéphane Lathuilière, Elisa Ricci, Massimiliano Mancini

NeurIPS 2025 LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups Masih Aminbeidokhti, Subhankar Roy, Eric Granger, Elisa Ricci, Marco Pedersoli

CVPR 2025 Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models Davide Berasi, Matteo Farina, Massimiliano Mancini, Elisa Ricci, Nicola Strisciuglio

ICCV 2025 On Large Multimodal Models as Open-World Image Classifiers Alessandro Conti, Massimiliano Mancini, Enrico Fini, Yiming Wang, Paolo Rota, Elisa Ricci

WACV 2025 One VLM to Keep It Learning: Generation and Balancing for Data-Free Continual Visual Question Answering Deepayan Das, Davide Talon, Massimiliano Mancini, Yiming Wang, Elisa Ricci

CVPR 2025 Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages Matteo Farina, Massimiliano Mancini, Giovanni Iacca, Elisa Ricci

ICCV 2025 Superpowering Open-Vocabulary Object Detectors for X-Ray Vision Pablo Garcia-Fernandez, Lorenzo Vaquero, Mingxuan Liu, Feng Xue, Daniel Cores, Nicu Sebe, Manuel Mucientes, Elisa Ricci

NeurIPS 2025 Training-Free Online Video Step Grounding Luca Zanella, Massimiliano Mancini, Yiming Wang, Alessio Tonioni, Elisa Ricci

ICCV 2025 Training-Free Personalization via Retrieval and Reasoning on Fingerprints Deepayan Das, Davide Talon, Yiming Wang, Massimiliano Mancini, Elisa Ricci

TMLR 2025 Unlearning Personal Data from a Single Image Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci

ICLR 2024 Democratizing Fine-Grained Visual Recognition with Large Language Models Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Nicu Sebe, Elisa Ricci

NeurIPS 2024 Frustratingly Easy Test-Time Adaptation of Vision-Language Models Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci

CVPR 2024 Harnessing Large Language Models for Training-Free Video Anomaly Detection Luca Zanella, Willi Menapace, Massimiliano Mancini, Yiming Wang, Elisa Ricci

CoLLAs 2024 Less Is More: Summarizing Patch Tokens for Efficient Multi-Label Class-Incremental Learning Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci

CVPR 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci

CVPR 2024 SHiNe: Semantic Hierarchy Nexus for Open-Vocabulary Object Detection Mingxuan Liu, Tyler L. Hayes, Elisa Ricci, Gabriela Csurka, Riccardo Volpi

WACV 2024 STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization Shirsha Bose, Ankit Jha, Enrico Fini, Mainak Singha, Elisa Ricci, Biplab Banerjee

CVPR 2024 Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace, Aliaksandr Siarohin, Ivan Skorokhodov, Ekaterina Deyneka, Tsai-Shien Chen, Anil Kag, Yuwei Fang, Aleksei Stoliar, Elisa Ricci, Jian Ren, Sergey Tulyakov

CVPR 2024 Test-Time Zero-Shot Temporal Action Localization Benedetta Liberatori, Alessandro Conti, Paolo Rota, Yiming Wang, Elisa Ricci

ECCVW 2024 The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models Simone Caldarella, Massimiliano Mancini, Elisa Ricci, Rahaf Aljundi

ICCV 2023 A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning Zhiqi Kang, Enrico Fini, Moin Nabi, Elisa Ricci, Karteek Alahari

CVPR 2023 AutoLabel: CLIP-Based Framework for Open-Set Video Domain Adaptation Giacomo Zara, Subhankar Roy, Paolo Rota, Elisa Ricci

WACV 2023 ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-Based Mixing Giulio Mattolin, Luca Zanella, Elisa Ricci, Yiming Wang

WACV 2023 Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Yangsong Zhang, Subhankar Roy, Hongtao Lu, Elisa Ricci, Stéphane Lathuilière

CVPR 2023 Novel Class Discovery for 3D Point Cloud Semantic Segmentation Luigi Riz, Cristiano Saltori, Elisa Ricci, Fabio Poiesi

ICCV 2023 Object-Aware Gaze Target Detection Francesco Tonini, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci

ICCVW 2023 On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci

WACV 2023 Overlap-Guided Gaussian Mixture Models for Point Cloud Registration Guofeng Mei, Fabio Poiesi, Cristiano Saltori, Jian Zhang, Elisa Ricci, Nicu Sebe

CVPR 2023 Quantum Multi-Model Fitting Matteo Farina, Luca Magri, Willi Menapace, Elisa Ricci, Vladislav Golyanik, Federica Arrigoni

CVPR 2023 Semi-Supervised Learning Made Simple with Self-Supervised Clustering Enrico Fini, Pietro Astolfi, Karteek Alahari, Xavier Alameda-Pineda, Julien Mairal, Moin Nabi, Elisa Ricci

ICCVW 2023 The Robust Semantic Segmentation UNCV2023 Challenge Results Xuanlong Yu, Yi Zuo, Zitao Wang, Xiaowen Zhang, Jiaxuan Zhao, Yuting Yang, Licheng Jiao, Rui Peng, Xinyi Wang, Junpei Zhang, Kexin Zhang, Fang Liu, Roberto Alcover-Couso, Juan C. SanMiguel, Marcos Escudero-Viñolo, Hanlin Tian, Kenta Matsui, Tianhao Wang, Fahmy Adan, Zhitong Gao, Xuming He, Quentin Bouniot, Hossein Moghaddam, Shyam Nandan Rai, Fabio Cermelli, Carlo Masone, Andrea Pilzer, Elisa Ricci, Andrei Bursuc, Arno Solin, Martin Trapp, Rui Li, Angela Yao, Wenlong Chen, Ivor Simpson, Neill D. F. Campbell, Gianni Franchi

ICCV 2023 The Unreasonable Effectiveness of Large Language-Vision Models for Source-Free Video Domain Adaptation Giacomo Zara, Alessandro Conti, Subhankar Roy, Stéphane Lathuilière, Paolo Rota, Elisa Ricci

NeurIPS 2023 Vocabulary-Free Image Classification Alessandro Conti, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang, Elisa Ricci

ICCV 2023 Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation Cristiano Saltori, Aljosa Osep, Elisa Ricci, Laura Leal-Taixé

ECCV 2022 Class-Incremental Novel Class Discovery Subhankar Roy, Mingxuan Liu, Zhun Zhong, Nicu Sebe, Elisa Ricci

ECCV 2022 CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Cristiano Saltori, Fabio Galasso, Giuseppe Fiameni, Nicu Sebe, Elisa Ricci, Fabio Poiesi

WACV 2022 Dual-Head Contrastive Domain Adaptation for Video Action Recognition Victor G. Turrisi da Costa, Giacomo Zara, Paolo Rota, Thiago Oliveira-Santos, Nicu Sebe, Vittorio Murino, Elisa Ricci

ECCV 2022 GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation Cristiano Saltori, Evgeny Krivosheev, Stéphane Lathuilière, Nicu Sebe, Fabio Galasso, Giuseppe Fiameni, Elisa Ricci, Fabio Poiesi

CVPR 2022 Playable Environments: Video Manipulation in Space and Time Willi Menapace, Stéphane Lathuilière, Aliaksandr Siarohin, Christian Theobalt, Sergey Tulyakov, Vladislav Golyanik, Elisa Ricci

ECCV 2022 Quantum Motion Segmentation Federica Arrigoni, Willi Menapace, Marcel Seelbach Benkner, Elisa Ricci, Vladislav Golyanik

CVPR 2022 Self-Supervised Models Are Continual Learners Enrico Fini, Victor G. Turrisi da Costa, Xavier Alameda-Pineda, Elisa Ricci, Karteek Alahari, Julien Mairal

MLOSS 2022 Solo-Learn: A Library of Self-Supervised Methods for Visual Representation Learning Victor Guilherme Turrisi da Costa, Enrico Fini, Moin Nabi, Nicu Sebe, Elisa Ricci

ECCV 2022 Uncertainty-Guided Source-Free Domain Adaptation Subhankar Roy, Martin Trapp, Andrea Pilzer, Juho Kannala, Nicu Sebe, Elisa Ricci, Arno Solin

ICCV 2021 A Unified Objective for Novel Class Discovery Enrico Fini, Enver Sangineto, Stéphane Lathuilière, Zhun Zhong, Moin Nabi, Elisa Ricci

ICCV 2021 Are We Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection? Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder, Elisa Ricci

ICCV 2021 Click to Move: Controlling Video Generation with Sparse Motion Pierfrancesco Ardino, Marco De Nadai, Bruno Lepri, Elisa Ricci, Stéphane Lathuilière

CVPR 2021 Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Subhankar Roy, Evgeny Krivosheev, Zhun Zhong, Nicu Sebe, Elisa Ricci

CVPR 2021 Neighborhood Contrastive Learning for Novel Class Discovery Zhun Zhong, Enrico Fini, Subhankar Roy, Zhiming Luo, Elisa Ricci, Nicu Sebe

CVPR 2021 Playable Video Generation Willi Menapace, Stephane Lathuiliere, Sergey Tulyakov, Aliaksandr Siarohin, Elisa Ricci

ICCV 2021 Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction Guanglei Yang, Hao Tang, Mingli Ding, Nicu Sebe, Elisa Ricci

ICCV 2021 Viewing Graph Solvability via Cycle Consistency Federica Arrigoni, Andrea Fusiello, Elisa Ricci, Tomas Pajdla

ECCV 2020 Learning to Cluster Under Domain Shift Willi Menapace, Stéphane Lathuilière, Elisa Ricci

ECCV 2020 Online Continual Learning Under Extreme Memory Constraints Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci

ECCV 2020 Towards Generalization Across Depth for Monocular 3D Object Detection Andrea Simonelli, Samuel Rota Buló, Lorenzo Porzi, Elisa Ricci, Peter Kontschieder

ECCV 2020 Towards Recognizing Unseen Categories in Unseen Domains Massimiliano Mancini, Zeynep Akata, Elisa Ricci, Barbara Caputo

NeurIPS 2019 First Order Motion Model for Image Animation Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov, Elisa Ricci, Nicu Sebe

ECCVW 2018 Adding New Tasks to a Single Network with Weight Transformations Using Binary Masks Massimiliano Mancini, Elisa Ricci, Barbara Caputo, Samuel Rota Bulò

ICCV 2017 AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bulo

CVPR 2017 Learning Cross-Modal Deep Representations for Robust Pedestrian Detection Dan Xu, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

NeurIPS 2017 Learning Deep Structured Multi-Scale Features Using Attention-Gated CRFs for Contour Prediction Dan Xu, Wanli Ouyang, Xavier Alameda-Pineda, Elisa Ricci, Xiaogang Wang, Nicu Sebe

CVPR 2017 Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation Dan Xu, Elisa Ricci, Wanli Ouyang, Xiaogang Wang, Nicu Sebe

CVPR 2017 Viraliency: Pooling Local Virality Xavier Alameda-Pineda, Andrea Pilzer, Dan Xu, Nicu Sebe, Elisa Ricci

CVPR 2016 Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion Xavier Alameda-Pineda, Elisa Ricci, Yan Yan, Nicu Sebe

CVPR 2016 Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos Under Realistic Conditions Sergey Tulyakov, Xavier Alameda-Pineda, Elisa Ricci, Lijun Yin, Jeffrey F. Cohn, Nicu Sebe

IJCAI 2015 Inferring Painting Style with Multi-Task Dictionary Learning Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe

ICCV 2015 Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-Formations from Surveillance Videos Elisa Ricci, Jagannadan Varadarajan, Ramanathan Subramanian, Samuel Rota Bulo, Narendra Ahuja, Oswald Lanz

ICCV 2013 No Matter Where You Are: Flexible Graph-Guided Multi-Task Learning for Multi-View Head Pose Classification Under Target Motion Yan Yan, Elisa Ricci, Ramanathan Subramanian, Oswald Lanz, Nicu Sebe

ECCV 2012 Exploiting Sparse Representations for Robust Analysis of Noisy Complex Video Scenes Gloria Zen, Elisa Ricci, Nicu Sebe

CVPR 2011 Earth Mover's Prototypes: A Convex Learning Approach for Discovering Activity Patterns in Dynamic Scenes Gloria Zen, Elisa Ricci

JMLR 2008 Magic Moments for Structured Output Prediction Elisa Ricci, Tijl De Bie, Nello Cristianini