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. CVPR 2026
    Singha, Mainak; Mehrotra, Sarthak; Casari, Paolo; Chaudhuri, Subhasis; Ricci, Elisa; Banerjee, Biplab,
    CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026, Denver, CO, USA, June 3-7, 2026,
    Computer Vision Foundation,
    2026
    , pp. 9582-
    9592
  2. ECCV 2026
    De Min, Thomas; Roy, Subhankar; Lathuilière, Stéphane; Ricci, Elisa; Mancini, Massimiliano,
    ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models,
    Computer Vision - ECCV 2026 - 19th European Conference, Malmö, Sweden, September 8-12, 2026, Proceedings, Part LII,
    Springer,
    vol. 17052,
    2026
    , pp. 521-
    539
  3. ICLR 2026
    Gabetni, Firas; Curci, Giuseppe; Pilzer, Andrea; Roy, Subhankar; Ricci, Elisa; Franchi, Gianni,
    Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers,
    The Fourteenth International Conference on Learning Representations, ICLR 2026, Rio de Janeiro, Brazil, April 23-27, 2026,
    proceedings.iclr.cc,
    2026
  4. ICLR 2026
    Liu, Mingxuan; He, Honglin; Ricci, Elisa; Wu, Wayne; Zhou, Bolei,
    UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos,
    The Fourteenth International Conference on Learning Representations, ICLR 2026, Rio de Janeiro, Brazil, April 23-27, 2026,
    proceedings.iclr.cc,
    2026
  5. VISAPP 2026
    Ricci, Elisa,
    Rethinking Multimodal AI Models: Beyond Accuracy, Towards Trust,
    Proceedings of the 21st International Conference on Computer Vision Theory and Applications, VISAPP 2026, Marbella, Spain, March 9-11, 2026, Volume 1,
    SCITEPRESS,
    2026
    , pp. 3-
  6. Garosi, Marco; Farina, Matteo; Conti, Alessandro; Mancini, Massimiliano; Ricci, Elisa,
    Large Multimodal Models as General In-Context Classifiers,
    in «arXiv preprint arXiv:2602.23229»,
    2026
  7. Dorovatas, Vaggelis; Schwerin, Malte; Bagdanov, Andrew D.; Caccia, Lucas; Carta, Antonio; Charlin, Laurent; Hammer, Barbara; Hayes, Tyler L.; Hess, Timm; Kanan, Christopher; Kudithipudi, Dhireesha; Liu, Xialei; Lomonaco, Vincenzo; Mendez-Mendez, Jorge; Patil, Darshan; Prabhu, Ameya; Ricci, Elisa; Tuytelaars, Tinne; van de Ven, Gido M.; Wang, Liyuan; van de Weijer, Joost; Choi, Jonghyun; Mundt, Martin; Aljundi, Rahaf,
    Modular Memory is the Key to Continual Learning Agents,
    in «arXiv preprint arXiv:2603.01761»,
    2026
  8. Guimard, Quentin; Bartsch, Federico; Caldarella, Simone; Aljundi, Rahaf; Ricci, Elisa; Mancini, Massimiliano,
    SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models,
    in «arXiv preprint arXiv:2603.19028»,
    2026
  9. Mallis, Dimitrios; Wang, Marco; Karadeniz, Ahmet Serdar; Ricci, Elisa; Kacem, Anis; Aouada, Djamila,
    Text-to-CAD Evaluation with CADTests,
    in «arXiv preprint arXiv:2605.07807»,
    2026
  10. Farina, Matteo; Udandarao, Vishaal; Nguyen, Thao; Kuzucu, Selim; Böther, Maximilian; Hochlehnert, Andreas; Ghosh, Adhiraj; Nezhurina, Marianna; Roth, Karsten; Strüber, Joschka Hannes; Zhang, Yuhui; Dziadzio, Sebastian; Sui, Elaine; Jahagirdar, Soumya; Ghosh, Dhruba; Hammoud, Hasan; De Min, Thomas; Caldarella, Simone; Mirza, Muhammad Jehanzeb; Keh, Sedrick; Cherti, Mehdi; Kuehne, Hilde; Schiele, Bernt; Yeung-Levy, Serena; Naeem, Muhammad Ferjad; Tombari, Federico; Klimovic, Ana; Ricci, Elisa; Bethge, Matthias; Oh, Sewoong; Prabhu, Ameya; Tonioni, Alessio; Jitsev, Jenia; Mancini, Massimiliano; Schmidt, Ludwig; Parthasarathy, Nikhil,
    DataComp-VLM: Improved Open Datasets for Vision-Language Models,
    in «arXiv preprint arXiv:2606.28551»,
    2026
  11. Singha, Mainak; Biondi, Niccolò; Ricci, Elisa; Roy, Subhankar,
    DistMoE: Private-data Rehearsal-free Routing in Mixture-of-Experts for Distributed Instruction Tuning,
    in «arXiv preprint arXiv:2608.09907»,
    2026
  12. Liberatori, Benedetta; Samet, Nermin; Rota, Paolo; Cord, Matthieu; Ricci, Elisa; Bursuc, Andrei; Wysoczanska, Monika,
    Spot-the-shift: Evaluating Grounded Image Difference Captioning of Long-term Changes,
    in «arXiv preprint arXiv:2609.10356»,
    2026
  13. C&G
    Ojeda-Martin, Ivan; Bustos-Sanchez, Jorge; Mazzucchelli, Alessio; Alfonso-Arsuaga, Mario; Sánchez, Adrián Peñate,
    G1NDiff: Fast 3D scene editing with reprojection-conditioned GAN-diffusion training on 2D datasets,
    in «Comput. Graph.»,
    vol. 138,
    2026
    , pp. 104630-
  14. CVPR 2026
    Mazzucchelli, Alessio; Naranjo-Almeida, Maria; Bustos-Sanchez, Jorge; Dimiccoli, Mariella; Moreno-Noguer, Francesc; Sanchez-Riera, Jordi; Sánchez, Adrián Peñate,
    BEA-GS: BEyond RAdiance Supervision in 3DGS for Precise Object Extraction,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026, Denver, CO, USA, June 3-7, 2026,
    Computer Vision Foundation,
    2026
    , pp. 41054-
    41064
  15. Mazzucchelli, Alessio; Ojeda-Martin, Ivan; Rivas-Manzaneque, Fernando; Garces, Elena; Sánchez, Adrián Peñate; Moreno-Noguer, Francesc,
    VIRGi: View-dependent Instant Recoloring of 3D Gaussians Splats,
    in «arXiv preprint arXiv:2603.02986»,
    2026
  16. CVIU
    Dall'Asen, Nicola; Menapace, Willi; Peruzzo, Elia; Sangineto, Enver; Wang, Yiming; Ricci, Elisa,
    Collaborative Neural Painting,
    in «Comput. Vis. Image Underst.»,
    vol. 252,
    2025
    , pp. 104298-
  17. IJCV
    Riz, Luigi; Saltori, Cristiano; Wang, Yiming; Ricci, Elisa; Poiesi, Fabio,
    Novel Class Discovery Meets Foundation Models for 3D Semantic Segmentation,
    in «Int. J. Comput. Vis.»,
    vol. 133,
    n. 2,
    2025
    , pp. 527-
    548
  18. RA-L
    Zhou, Youjie; Mei, Guofeng; Wang, Yiming; Wan, Yi; Poiesi, Fabio,
    Multimodal Fusion SLAM With Fourier Attention,
    in «IEEE Robotics Autom. Lett.»,
    vol. 10,
    n. 2,
    2025
    , pp. 1050-
    1057
  19. 3DV 2025
    Mei, Guofeng; Riz, Luigi; Wang, Yiming; Poiesi, Fabio,
    Vocabulary-Free 3D Instance Segmentation with Vision-Language Assistant,
    International Conference on 3D Vision, 3DV 2025, Singapore, March 25-28, 2025,
    IEEE,
    2025
    , pp. 1197-
    1210
  20. CVPR 2025
    Talon, Davide; Girella, Federico; Liu, Ziyue; Cristani, Marco; Wang, Yiming,
    Seeing the Abstract: Translating the Abstract Language for 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. 9253-
    9262