Massimiliano Mancini

University of Trento

massi.jpg

Assistant Professor,

University of Trento

Trento, Italy

Hello! I am Massimiliano (Massi) an Assistant Professor (RTD-a) at the Multimedia and Human Understanding Group at the Department of Information Engineering and Computer Science of University of Trento. The goal of my work is developing algorithms for increasing the generalization capabilities of deep architectures to new visual domains and semantic concepts, focusing on problems such as domain generalization, incremental learning, and compositionality in computer vision. I am a member of ELLIS.

If you come to Italy, visit my wonderful medieval hometown Monte Santa Maria Tiberina!

news

Jul 01, 2024 0/2 papers accepted at ECCV 2024. Yes, research is also about rejections. :sweat_smile: We will come back stronger!
Jun 28, 2024 I will co-organize the GreenFOMO workshop at ECCV 2024! Check our website for the CfP and the list of invited speakers!
Apr 15, 2024 Got recognized as outstanding area editor for ICRA 2024!
Mar 28, 2024 I will serve as Area Chair for NeurIPS 2024.

selected publications

  1. openbias.png
    OpenBias: Open-set Bias Detection in Text-to-Image Generative Models
    Moreno D’Incà , Elia Peruzzo , Massimiliano Mancini, and 6 more authors
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
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    Harnessing Large Language Models for Training-free Video Anomaly Detection
    Luca Zanella , Willi Menapace , Massimiliano Mancini, and 2 more authors
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
  3. multiflow.png
    MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning
    Matteo Farina , Massimiliano Mancini, Elia Cunegatti , and 3 more authors
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
  4. iclr2024.png
    Vision-by-Language for Training-Free Compositional Image Retrieval
    Shyamgopal Karthik , Karsten Roth , Massimiliano Mancini, and 1 more author
    In International Conference on Learning Representations (ICLR) , 2024
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    Vocabulary-free Image Classification
    Alessandro Conti , Enrico Fini , Massimiliano Mancini, and 3 more authors
    Advances in Neural Information Processing Systems (NeurIPS), 2023
  6. cvpr2021.png
    Open World Compositional Zero-Shot Learning
    Massimiliano Mancini, Muhammad Ferjad Naeem , Yongqin Xian , and 1 more author
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2021
  7. latent-domains.png
    Modeling the Background for Incremental Learning in Semantic Segmentation
    Fabio Cermelli , Massimiliano Mancini, Samuel Rota Bulò , and 2 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2020
  8. eccv2020.png
    Towards Recognizing Unseen Categories in Unseen Domains
    Massimiliano Mancini, Zeynep Akata , Elisa Ricci , and 1 more author
    In Proceedings of the European Conference on Computer Vision (ECCV) 2020 , 2020
  9. cvpr2019.png
    Adagraph: Unifying predictive and continuous domain adaptation through graphs
    Massimiliano Mancini, Samuel Rota Bulò , Barbara Caputo , and 1 more author
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , 2019