Massimiliano Mancini
Assistant Professor (RTD-B)
About
Contact & Online Profiles
Papers
ICCV 2025
On Large Multimodal Models as Open-World Image Classifiers
Authors: Alessandro Conti, Massimiliano Mancini, Enrico Fini, Yiming Wang, Paolo Rota, Elisa Ricci
ICIAP 2025
Automatic benchmarking of large multimodal models via iterative experiment programming
Authors: Alessandro Conti, Enrico Fini, Paolo Rota, Yiming Wang, Massimiliano Mancini, Elisa Ricci
CVPR 2025
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers
Authors: Quentin Guimard, Moreno D'inca', Massimiliano Mancini, Elisa Ricci
CVPR 2025
Compositional Caching for Training-free Open-vocabulary Attribute Detection
Authors: Marco Garosi, Alessandro Conti, Gaowen Liu, Elisa Ricci, Massimiliano Mancini
CVPR 2025
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models
Authors: Davide Berasi, Matteo Farina, Massimiliano Mancini, Elisa Ricci, Nicola Strisciuglio
WACV 2025
3D Part Segmentation via Geometric Aggregation of 2D Visual Features
Authors: Marco Garosi, Riccardo Tedoldi, Davide Boscaini, Massimiliano Mancini, Niculae Sebe, Fabio Poiesi
TMLR 2025
Unlearning Personal Data from a Single Image
Authors: Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci
CVPR 2024
Harnessing Large Language Models for Training-free Video Anomaly Detection
Authors: Luca Zanella, Willi Menapace, Massimiliano Mancini, Yiming Wang, Elisa Ricci
CVPR 2024
MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
Authors: 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
Authors: Moreno D'inca', Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Niculae Sebe
CoLLAs 2024
Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning
Authors: Thomas De Min, Massimiliano Mancini, Stéphane Lathuilière, Subhankar Roy, Elisa Ricci
NeurIPS 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
Authors: Matteo Farina, Gianni Franchi, Giovanni Iacca, Massimiliano Mancini, Elisa Ricci
ICCV 2023
Image-free Classifier Injection for Zero-Shot Classification
Authors: Anders Christensen, Massimiliano Mancini, Almut Sophia Koepke, Ole Winther
ICCV 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views
Authors: Stephan Alaniz, Massimiliano Mancini
ICCV 2023
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers
Authors: Thomas De Min, Massimiliano Mancini, Karteek Alahari, Xavier Alameda-Pineda, Elisa Ricci
ICCV 2023
PDiscoNet: Semantically consistent part discovery for fine-grained recognition
Authors: Robert van der Klis, Stephan Alaniz, Massimiliano Mancini, Cassio Dantas, Dino Ienco, Diego Marcos
ICCV 2023
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models
Authors: Uddeshya Upadhyay, Shyamgopal Karthik, Massimiliano Mancini
NeurIPS 2023
Transitivity Recovering Decompositions: Interpretable and Robust Fine-Grained Relationships
Authors: Abhra Chaudhuri, Massimiliano Mancini, Anjan Dutta
NeurIPS 2023
Vocabulary-free Image Classification
Authors: Alessandro Conti, Enrico Fini, Massimiliano Mancini, Paolo Rota, Yiming Wang, Elisa Ricci