The Deep Visual Learning research group consistently publishes in the most prestigious venues in artificial intelligence, including CVPR, ICCV, ECCV, NeurIPS, ICLR and AAAI, as well as top journals such as IEEE TPAMI and IJCV.

  1. TMLR
    De Min, Thomas; Mancini, Massimiliano; Lathuilière, Stéphane; Roy, Subhankar; Ricci, Elisa,
    Unlearning Personal Data from a Single Image,
    in «Trans. Mach. Learn. Res.»,
    vol. 2025,
    2025
  2. TMLR
    De Min, Thomas; Roy, Subhankar; Lathuilière, Stéphane; Ricci, Elisa; Mancini, Massimiliano,
    Group-robust Machine Unlearning,
    in «Trans. Mach. Learn. Res.»,
    vol. 2025,
    2025
  3. CVPR 2025
    Garosi, Marco; Conti, Alessandro; Liu, Gaowen; Ricci, Elisa; Mancini, Massimiliano,
    Compositional Caching for Training-free Open-vocabulary Attribute Detection,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025,
    Computer Vision Foundation / IEEE,
    2025
    , pp. 15098-
    15107
  4. CVPR 2025
    Guimard, Quentin; D'Incà, Moreno; Mancini, Massimiliano; Ricci, Elisa,
    Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025,
    Computer Vision Foundation / IEEE,
    2025
    , pp. 15151-
    15161
  5. CVPR 2025
    Berasi, Davide; Farina, Matteo; Mancini, Massimiliano; Ricci, Elisa; Strisciuglio, Nicola,
    Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025,
    Computer Vision Foundation / IEEE,
    2025
    , pp. 24917-
    24927
  6. CVPR 2025
    Farina, Matteo; Mancini, Massimiliano; Iacca, Giovanni; Ricci, Elisa,
    Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025,
    Computer Vision Foundation / IEEE,
    2025
    , pp. 29989-
    29998
  7. ICCV 2025
    Singha, Mainak; Roy, Subhankar; Mehrotra, Sarthak; Jha, Ankit; Abdar, Moloud; Banerjee, Biplab; Ricci, Elisa,
    FedMVP: Federated Multimodal Visual Prompt Tuning for Vision-Language Models,
    IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025,
    IEEE,
    2025
    , pp. 1-
    10
  8. ICIAP 2025
    Caldarella, Simone; Ricci, Elisa; Aljundi, Rahaf,
    Incremental Object-Based Novelty Detection with Feedback Loop,
    Image Analysis and Processing - ICIAP 2025 - 23rd International Conference, Rome, Italy, September 15-19, 2025, Proceedings, Part I,
    Springer,
    vol. 16167,
    2025
    , pp. 1-
    16
  9. ICIP 2025
    Liu, Mingxuan; Hayes, Tyler L.; Mancini, Massimiliano; Ricci, Elisa; Volpi, Riccardo; Csurka, Gabriela,
    Test-Time Vocabulary Adaptation for Language-Driven Object Detection,
    IEEE International Conference on Image Processing, ICIP 2025, Anchorage, AK, USA, September 14-17, 2025,
    IEEE,
    2025
    , pp. 540-
    545
  10. ISVLSI 2025
    Agosta, Giovanni; Cherubin, Stefano; Christ, Derek; Conti, Francesco; Djupdal, Asbjørn; Jung, Matthias; Keramidas, Georgios; Passerone, Roberto; Rech, Paolo; Ricci, Elisa; Velha, Philippe; Vella, Flavio; Yildirim, Kasim Sinan; Wilbert, Nils,
    Architecture, Simulation and Software Stack to Support Post-CMOS Accelerators: The ARCHYTAS Project,
    IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, July 6-9, 2025,
    IEEE,
    2025
    , pp. 1-
    6
  11. NeurIPS 2025
    Aminbeidokhti, Masih; Roy, Subhankar; Granger, Eric; Ricci, Elisa; Pedersoli, Marco,
    LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups,
    Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025,
    2025
  12. Skipina, Milica; Jovisic, Nikola; Dall'Asen, Nicola; Svenda, Vanja G.; Tur, Anil Osman; Ilic, Slobodan; Ricci, Elisa; Culibrk, Dubravko,
    MAMBO: High-Resolution Generative Approach for Mammography Images,
    in «arXiv preprint arXiv:2506.08677»,
    2025
  13. Singha, Mainak; Aminbeidokhti, Masih; Casari, Paolo; Ricci, Elisa; Roy, Subhankar,
    How (Mis)calibrated is Your Federated CLIP and What To Do About It?,
    in «arXiv preprint arXiv:2512.04305»,
    2025
  14. CVIU
    Zanella, Luca; Liberatori, Benedetta; Menapace, Willi; Poiesi, Fabio; Wang, Yiming; Ricci, Elisa,
    Delving into CLIP latent space for Video Anomaly Recognition,
    in «Comput. Vis. Image Underst.»,
    vol. 249,
    2024
    , pp. 104163-
  15. TPAMI
    Taioli, Francesco; Giuliari, Francesco; Wang, Yiming; Berra, Riccardo; Castellini, Alberto; Del Bue, Alessio; Farinelli, Alessandro; Cristani, Marco; Setti, Francesco,
    Unsupervised Active Visual Search With Monte Carlo Planning Under Uncertain Detections,
    in «IEEE Trans. Pattern Anal. Mach. Intell.»,
    vol. 46,
    n. 12,
    2024
    , pp. 11047-
    11058
  16. PRL
    Giuliari, Francesco; Scarpellini, Gianluca; Fiorini, Stefano; James, Stuart; Morerio, Pietro; Wang, Yiming; Del Bue, Alessio,
    Positional diffusion: Graph-based diffusion models for set ordering,
    in «Pattern Recognit. Lett.»,
    vol. 186,
    2024
    , pp. 272-
    278
  17. TIM
    He, Xiang; Song, Weiye; Wang, Yiming; Poiesi, Fabio; Yi, Ji; Desai, Manishi; Xu, Quanqing; Yang, Kongzheng; Wan, Yi,
    Lightweight Retinal Layer Segmentation With Global Reasoning,
    in «IEEE Trans. Instrum. Meas.»,
    vol. 73,
    2024
    , pp. 1-
    14
  18. CVPR 2024
    Zanella, Luca; Menapace, Willi; Mancini, Massimiliano; Wang, Yiming; Ricci, Elisa,
    Harnessing Large Language Models for Training-Free Video Anomaly Detection,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024,
    IEEE,
    2024
    , pp. 18527-
    18536
  19. CVPR 2024
    Liberatori, Benedetta; Conti, Alessandro; Rota, Paolo; Wang, Yiming; Ricci, Elisa,
    Test-Time Zero-Shot Temporal Action Localization,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024,
    IEEE,
    2024
    , pp. 18720-
    18729
  20. CVPR 2024
    Mei, Guofeng; Riz, Luigi; Wang, Yiming; Poiesi, Fabio,
    Geometrically-Driven Aggregation for Zero-Shot 3D Point Cloud Understanding,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024,
    IEEE,
    2024
    , pp. 27896-
    27905