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Paolo Rota

Tenure-track Assistant Professor (RTDb), CIMeC/DISI - University of Trento
paolo.rota@unitn.it
Co-Founder, Mountain Maps s.r.l.
paolo@mountainmaps.it

Hi, I’m Paolo!

Hi, I’m Paolo, a tenure-track assistant professor at the Center for Mind and Brain (CIMeC) and the Department of Information Engineering and Computer Science (DISI) of the University of Trento in the MHUG group .

My research interests primarily revolve around topics related to Computer Vision, with a recent focus on Natural Language Supervision for Video Scene Understanding. I am member of the ELLIS society and CVPL.

I also co-founded Mountain Maps, an AI-powered App meant for mountain enthusiasts.

Work with us!

If you are interested in working or visting the MHUG group, please fill the form.

News

Teaching

Resources for my teaching activities.
  • [154140] Introduction to Programming (Python) - LM Cognitive Science - Fall 2024
  • [146078] Grounded Language Processing - LM Artificial Intelligence Systems - Fall 2024
  • [145684] Introduction to Machine learning - LM Data Science - Spring 2024

    • Recent Publications

    Please refer to my google scholar profile for more information.
    Text-Enhanced Zero-Shot Action Recognition: A training-free approach, 2024, ICPR
    Massimo Bosetti , Shibingfeng Zhang , Benedetta Liberatori , Giacomo Zara , Elisa Ricci , Paolo Rota
    code pdf
    Test-Time Zero-Shot Temporal Action Localization, 2024, CVPR
    Liberatori, B. , Conti, A. , Rota, P. , Wang, Y. , Ricci, E.
    code pdf
    Vocabulary-free Image Classification, 2023, NeurIPS
    Conti, A. , Fini, E. , Mancini, M. , Rota, P. , Wang, Y. , Ricci, E.
    arxiv code
    The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation, 2023, ICCV
    Zara, G. , Conti, A. , Roy, S. , Lathuilière, S. , Rota, P. , Ricci, E.
    arxiv code
    AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation, 2023, CVPR
    Zara, G. , Roy, S. , Rota, P. , Ricci, E.
    code pdf
    Rotation Synchronization via Deep Matrix Factorization, 2023, ICRA
    Tejus, G. , Zara, G. , Rota, P. , Fusiello, A. , Ricci, E. , Arrigoni, F.
    arxiv pdf
    Deep Unsupervised Key Frame Extraction for Efficient Video Classification, 2022, ACM Transactions on Multimedia Computing, Communications and Applications
    Tang, H. , Ding, L. , Wu, S. , Ren, B. , Sebe, N. , Rota, P.
    pdf
    Unsupervised Domain Adaptation for Video Transformers in Action Recognition, 2022, ICPR
    Turrisi Da Costa, V , Zara, G , Rota, P. , Olivera-dos Santos, T. , Sebe, N. , Murino, V. , Ricci, E.
    pdf
    Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition, 2022, BMVC
    Conti, A. , Rota, P. , Wang, Y. , Ricci, E.
    code pdf
    Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation, 2022, T-PAMI
    Yang, G. , Fini, E. , Xu, D. , Rota, P. , Ding, M. , Nabi, M. , Almaeda-Pineda, X. , Ricci, E.
    pdf
    Low-budget label query through domain alignment enforcement, 2022, CVIU
    Saltori, C. , Rota, P. , Sebe, N. , Almeida, J.
    pdf
    Continual Attentive Fusion for Incremental Learning in Semantic Segmentation, 2022, Transaction on MultiMedia
    Yang, G. , Fini, E. , Xu, D. , Rota, P. , Ding, M. , Tang, H. , Almaeda-Pineda, X. , Ricci, E.
    pdf
    Curriculum Learning: A Survey, 2022, IJCV
    Soviany, P. , Ionescu, R. , Rota, P. , Sebe, N.
    pdf