Vittorio Murino

Me in a nutshell

Professor @ University of Verona, Principal Investigator of AIGO – AI for Good research line @ Italian Institute of Technology and former PI of PAVIS @ IIT, co-founder and scientific advisor of EVS Embedded Vision Systems S.r.l.  Computer Vision and Machine Learning researcher and passionate. Also working in ML in Neuroscience and ML + Psychology.  Curious by nature. 



News

  • Our paper titled “Lose Your Self (LoYS): an adversarial entropy-based unsupervised approach for model debiasing”, co-authored by me, V.P. Pastore, and M. Ciranni, is accepted in the IEEE Winter Conference on Applications of Computer Vision WACV 2026.
  • Our paper titled “Say My Name: a Model’s Bias Discovery Framework” co-authored by me, M. Ciranni, L. Molinaro, C.A. Barbano, A. Fiandrotti, V.P. Pastore, and E. Tartaglione, is accepted in the Transactions on Machine Learning Research, 2025.
  • Senior Area Chair for Int’l Conference on Machine Learning ICML 2026, Seoul, South Korea, July 2026.
  • Our paper titled “A Mutual Information Perspective on Multiple Latent Variable Generative Models for Positive View Generation”, co-authored by me, D. Serez, M. Cristani, A. Del Bue, and P. Morerio, is accepted in the Transactions of Machine Learning Research, 2025.
  • Senior Area Chair for Int’l Conference on Computer Vision and Pattern Recognition CVPR 2026, Denver, USA, June 2026.
  • Area Chair for Int’l Conference on Learning Representations ICLR 2026, Rio de Janeiro, Brazil, April 2026.
  • Our paper titled “Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing”, co-authored by me, M. Ciranni, V.P. Pastore, R. Di Via, E. Tartaglione, and F. Odone is accepted in the Neural Information Processing Systems NeurIPS 2025.
  • Senior Area Chair for Neural Information Processing Systems NeurIPS 2025, San Diego, USA, December 2025.
  • Our paper titled “MADPOT: Medical Anomaly Detection with CLIP Adaptation and Partial Optimal Transport”, co-authored by me, M. Shiri and C. Beyan, accepted to the 23rd Int’l Conf. on Image Analysis and Processing ICIAP 2025, is awarded of the Caianiello ICIAP Paper Award for Young Researchers.
  • Our paper titled “Direction-Aware Room Impulse Response Estimation for Immersive Audio Rendering in Real Environments”, co-authored by me, G. Zanin, R. Biswas, P. Morerio, S. Barbon Junior, A. Carini, A. Del Bue, V. Murino, is accepted in the ACM Multimedia 2025 conference.
  • Area Chair for ACM Multimedia 2025 conference, Dublin, Ireland, October 2025.
  • Our paper titled “MadCLIP: Few-shot Medical Anomaly Detection with CLIP”, co-authored by me, M. Shiri and C. Beyan, is accepted in the Medical Image Computing and Computer Assisted Intervention MICCAI 2025. (Top 9% over 3500+ submissions)
  • Area Chair for 34th Int’l Joint Conference on Artificial Intelligence IJCAI 2025, Montreal, Canada, August 2025.
  • Senior Area Chair for Int’l Conference on Machine Learning ICML 2025, Vancouver, Canada, July 2025.
  • Co-organizer and co-chair (with P. Morerio, P. Rota, M. Ying Yang, and B. Rosenhahn) of the 8th Int’l Workshop on MUltimodal Learning and Applications MULA 2025, a satellite CVPR 2025 workshop, Nashville, USA, June 2025.
  • 2 papers are accepted in the IEEE Winter Conference on Applications of Computer Vision WACV 2025: the first is titled “Pre-trained Multiple Latent Variable Generative Models are Good Defenders against Adversarial Attacks”, co-authored by me, D. Serez, M. Cristani, A. Del Bue, and P. Morerio; and the second is titled “Looking at Model Debiasing through the Lens of Anomaly Detection”, by me, V.P. Pastore, M. Ciranni, D. Marinelli, and F. Odone.
  • Area Chair for Int’l Conference on Computer Vision and Pattern Recognition CVPR 2025, Nashville, USA, June 2025.
  • Area Chair for Int’l Conference on Learning Representations ICLR 2025, Singapore, April 2025.
  • General Chair for European Conference on Computer Vision ECCV 2024,  Milano, Italy, 29 September – 4 October 2024.
  • Senior Area Chair for Neural Information Processing Systems NeurIPS 2024, Vancouver, Canada, December 2024.
  • Associate Editor of the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, since June 2024).
  • Co-organizer and co-chair (with P. Morerio, P. Rota, M. Ying Yang, and B. Rosenhahn) of the 7th Int’l Workshop on MUltimodal Learning and Applications MULA 2024, a satellite CVPR 2024 workshop, Seattle, USA, June 2024.
  • Keynote speaker @ 4th Int’l Conference on Robotics, Computer Vision and Intelligent Systems ROBOVIS 2024, Rome, February 27th, 2024.
  • Senior Area Chair for Int’l Conference on Machine Learning ICML 2024, Vienna, Austria, July 2024.
  • Area Chair for Int’l Conference on Computer Vision and Pattern Recognition CVPR 2024, Seattle, USA, June 2024.
  • Area Chair for Int’l Conference on Learning Representations ICLR 2024, Vienna, Austria, May 2024.
  • Area Chair for ACM Multimedia 2024 conference, Melbourne, Australia, October 2024.
  • Area Chair for Winter Conference on Applications of Computer Vision WACV 2024, Waikoloa, Hawaii, January 2024.
  • Honored to be selected as Notable AC for ICLR 2023. Thanks to the ICLR 2023 PCs for this recognition.
  • Area Chair for ACM Multimedia Conference 2023,  Ottawa, Canada, October 2023.
  • Co-organizer and co-chair (with P. Morerio, P. Rota, M. Ying Yang, and B. Rosenhahn) of the 6th Int’l Workshop on MUltimodal Learning and Applications (MULA 2023), a satellite CVPR 2023 workshop, Vancouver, Canada, June 2023.
  • Senior Area Chair for Neural Information Processing Systems NeurIPS 2023, New Orleans, USA, December 2023.
  • Area Chair for Int’l Conference on Machine Learning ICML 2023,  Honolulu, Hawaii, USA, July 2023.
  • Area Chair for Int’l Conference on Computer Vision and Pattern Recognition CVPR 2023, Vancouver, Canada, June 2023.
  • Area Chair for Int’l Conference on Learning Representations ICLR 2023, Kigali Rwanda, May 2023.
  • Area Chair for Neural Information Processing Systems NeurIPS 2022, New Orleans, USA, November 2022.
  • Area Chair for European Conference on Computer Vision ECCV 2022,  Tel-Aviv, Israel, October 2022.
  • Area Chair for Int’l Conference on Machine Learning ICML 2022,  Baltimore, Maryland, USA, July 2022.
  • Area Chair for Int’l Conference on Computer Vision and Pattern Recognition CVPR 2022, New Orleans, USA, June 2022.
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