Mancini, Massimiliano

39 publications

WACV 2025 3D Part Segmentation via Geometric Aggregation of 2D Visual Features Marco Garosi, Riccardo Tedoldi, Davide Boscaini, Massimiliano Mancini, Nicu Sebe, Fabio Poiesi

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

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

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

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

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 OpenBias: Open-Set Bias Detection in Text-to-Image Generative Models Moreno D'Incà, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Nicu Sebe

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

ICLR 2024 Vision-by-Language for Training-Free Compositional Image Retrieval Shyamgopal Karthik, Karsten Roth, Massimiliano Mancini, Zeynep Akata

ICCV 2023 Image-Free Classifier Injection for Zero-Shot Classification Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata

ICCV 2023 Iterative Superquadric Recomposition of 3D Objects from Multiple Views Stephan Alaniz, Massimiliano Mancini, Zeynep Akata

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

ICCV 2023 PDiscoNet: Semantically Consistent Part Discovery for Fine-Grained Recognition Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cassio F. Dantas, Dino Ienco, Zeynep Akata, Diego Marcos

ICCV 2023 ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

NeurIPS 2023 Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta

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

ECCV 2022 Abstracting Sketches Through Simple Primitives Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata

CVPRW 2022 Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Ilke Çugu, Massimiliano Mancini, Yanbei Chen, Zeynep Akata

ECCV 2022 BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata

CVPR 2022 KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

NeurIPS 2022 Relational Proxies: Emergent Relationships as Fine-Grained Discriminators Abhra Chaudhuri, Massimiliano Mancini, Zeynep Akata, Anjan Dutta

CVPRW 2021 A Closer Look at Self-Training for Zero-Label Semantic Segmentation Giuseppe Pastore, Fabio Cermelli, Yongqin Xian, Massimiliano Mancini, Zeynep Akata, Barbara Caputo

CVPRW 2021 Cluster-Driven Graph Federated Learning over Multiple Domains Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo

ICCVW 2021 Concurrent Discrimination and Alignment for Self-Supervised Feature Learning Anjan Dutta, Massimiliano Mancini, Zeynep Akata

CVPRW 2021 Detecting Anomalies in Semantic Segmentation with Prototypes Dario Fontanel, Fabio Cermelli, Massimiliano Mancini, Barbara Caputo

CVPR 2021 Open World Compositional Zero-Shot Learning Massimiliano Mancini, Muhammad Ferjad Naeem, Yongqin Xian, Zeynep Akata

NeurIPSW 2021 Revisiting Visual Product for Compositional Zero-Shot Learning Shyamgopal Karthik, Massimiliano Mancini, Zeynep Akata

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

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