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 2025
    Mei, Guofeng; Lin, Wei; Riz, Luigi; Wu, Yujiao; Poiesi, Fabio; Wang, Yiming,
    PerLA: Perceptive 3D Language Assistant,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025,
    Computer Vision Foundation / IEEE,
    2025
    , pp. 14369-
    14379
  2. CVPR 2025
    Zanella, Luca; Mancini, Massimiliano; Menapace, Willi; Tulyakov, Sergey; Wang, Yiming; Ricci, Elisa,
    Can Text-to-Video Generation help Video-Language Alignment?,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025,
    Computer Vision Foundation / IEEE,
    2025
    , pp. 24097-
    24107
  3. ICCV 2025
    Das, Deepayan; Talon, Davide; Wang, Yiming; Mancini, Massimiliano; Ricci, Elisa,
    Training-Free Personalization via Retrieval and Reasoning on Fingerprints,
    IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025,
    IEEE,
    2025
    , pp. 9683-
    9692
  4. ICCV 2025
    Conti, Alessandro; Mancini, Massimiliano; Fini, Enrico; Wang, Yiming; Rota, Paolo; Ricci, Elisa,
    On Large Multimodal Models as Open-World Image Classifiers,
    IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025,
    IEEE,
    2025
    , pp. 16388-
    16398
  5. ICCV 2025
    Taioli, Francesco; Zorzi, Edoardo; Franchi, Gianni; Castellini, Alberto; Farinelli, Alessandro; Cristani, Marco; Wang, Yiming,
    Collaborative Instance Object Navigation: Leveraging Uncertainty-Awareness to Minimize Human-Agent Dialogues,
    IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025,
    IEEE,
    2025
    , pp. 18781-
    18792
  6. ICCV 2025
    Girella, Federico; Talon, Davide; Liu, Ziyue; Ruan, Zanxi; Wang, Yiming; Cristani, Marco,
    LOTS of Fashion! Multi-Conditioning for Image Generation via Sketch-Text Pairing,
    IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025,
    IEEE,
    2025
    , pp. 19711-
    19720
  7. ICFEC 2025
    Ullah, Amjad; Márkus, András; Aslan, Haci Ismail; Kiss, Tamás; Kovács, József; Deslauriers, James; Murphy, Amy L.; Wang, Yiming; Kao, Odej,
    Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum,
    9th IEEE International Conference on Fog and Edge Computing, ICFEC 2025, Tromso, Norway, May 19-22, 2025,
    IEEE,
    2025
    , pp. 37-
    41
  8. ICIAP 2025
    Dall'Asen, Nicola; da Costa, Victor G. Turrisi; Wang, Yiming; Sebe, Nicu; Ricci, Elisa,
    Diversified In-domain Synthesis with Efficient Fine-Tuning for Few-Shot Classification,
    Image Analysis and Processing - ICIAP 2025 - 23rd International Conference, Rome, Italy, September 15-19, 2025, Proceedings, Part II,
    Springer,
    vol. 16168,
    2025
    , pp. 436-
    448
  9. ICIAP 2025
    Liu, Ziyue; Girella, Federico; Wang, Yiming; Talon, Davide,
    Evaluating Attribute Confusion in Fashion Text-to-Image Generation,
    Image Analysis and Processing - ICIAP 2025 - 23rd International Conference, Rome, Italy, September 15-19, 2025, Proceedings, Part II,
    Springer,
    vol. 16168,
    2025
    , pp. 561-
    573
  10. ICIAP 2025
    Conti, Alessandro; Mancini, Massimiliano; Fini, Enrico; Wang, Yiming; Rota, Paolo; Ricci, Elisa,
    Automatic Benchmarking of Large Multimodal Models via Iterative Experiment Programming,
    Image Analysis and Processing - ICIAP 2025 - 23rd International Conference, Rome, Italy, September 15-19, 2025, Proceedings, Part I,
    Springer,
    vol. 16167,
    2025
    , pp. 584-
    596
  11. IROS 2025
    Jiao, Runyu; Fasoli, Alice; Giuliari, Francesco; Bortolon, Matteo; Povoli, Sergio; Mei, Guofeng; Wang, Yiming; Poiesi, Fabio,
    Free-form language-based robotic reasoning and grasping,
    IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2025, Hangzhou, China, October 19-25, 2025,
    IEEE,
    2025
    , pp. 17672-
    17679
  12. NeurIPS 2025
    Liberatori, Benedetta; Conti, Alessandro; Vaquero, Lorenzo; Wang, Yiming; Ricci, Elisa; Rota, Paolo,
    ConViS-Bench: Estimating Video Similarity Through Semantic Concepts,
    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
  13. NeurIPS 2025
    Zanella, Luca; Mancini, Massimiliano; Wang, Yiming; Tonioni, Alessio; Ricci, Elisa,
    Training-free Online Video Step Grounding,
    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
  14. WACV 2025
    Das, Deepayan; Talon, Davide; Mancini, Massimiliano; Wang, Yiming; Ricci, Elisa,
    One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering,
    IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025, Tucson, AZ, USA, February 26 - March 6, 2025,
    IEEE,
    2025
    , pp. 5635-
    5645
  15. PRL
    Talon, Davide; Del Bue, Alessio; James, Stuart,
    GANzzle++: Generative approaches for jigsaw puzzle solving as local to global assignment in latent spatial representations,
    in «Pattern Recognit. Lett.»,
    vol. 187,
    2025
    , pp. 35-
    41
  16. IbPRIA 2025
    Bendaña, Manuel; Vaquero, Lorenzo; Brea, Víctor M.; Mucientes, Manuel,
    Enhancing Multi-object Tracking with Segmentation Masks: A Solution for Lost Object Recovery,
    Pattern Recognition and Image Analysis - 12th Iberian Conference, IbPRIA 2025, Coimbra, Portugal, June 30 - July 3, 2025, Proceedings, Part I,
    Springer,
    vol. 15937,
    2025
    , pp. 68-
    79
  17. ICCV 2025
    Garcia-Fernandez, Pablo; Vaquero, Lorenzo; Liu, Mingxuan; Xue, Feng; Cores, Daniel; Sebe, Nicu; Mucientes, Manuel; Ricci, Elisa,
    Superpowering Open-Vocabulary Object Detectors for X-ray Vision,
    IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025,
    IEEE,
    2025
    , pp. 20770-
    20779
  18. ACM MM 2025
    Tonini, Francesco; Vaquero, Lorenzo; Conti, Alessandro; Beyan, Cigdem; Ricci, Elisa,
    Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection,
    Proceedings of the 33rd ACM International Conference on Multimedia, MM 2025, Dublin, Ireland, October 27-31, 2025,
    ACM,
    2025
    , pp. 2801-
    2810
  19. IJSR
    Alameda-Pineda, Xavier; Addlesee, Angus; García, Daniel Hernández; Reinke, Chris; Arias, Soraya; Arrigoni, Federica; Auternaud, Alex; Blavette, Lauriane; Beyan, Cigdem; Camara, Luis G.; Cohen, Ohad; Conti, Alessandro; Dacunha, Sébastien; Dondrup, Christian; Ellinson, Yoav; Ferro, Francesco; Gannot, Sharon; Gras, Florian; Gunson, Nancie; Horaud, Radu; D'Incà, Moreno; Kimouche, Imad; Lemaignan, Séverin; Lemon, Oliver; Liotard, Cyril; Marchionni, Luca; Moradi, Mordehay; Pajdla, Tomás; Pino, Maribel; Polic, Michal; Py, Matthieu; Rado, Ariel; Ren, Bin; Ricci, Elisa; Rigaud, Anne-Sophie; Rota, Paolo; Romeo, Marta; Sebe, Nicu; Sieinska, Weronika; Tandeitnik, Pinchas; Tonini, Francesco; Turro, Nicolas; Wintz, Timothée; Yu, Yanchao,
    Socially Pertinent Robots in Gerontological Healthcare,
    in «Int. J. Soc. Robotics»,
    vol. 17,
    n. 12,
    2025
    , pp. 3047-
    3068
  20. TPAMI
    Arrigoni, Federica; Fusiello, Andrea; Rizzi, Romeo; Ricci, Elisa; Pajdla, Tomás,
    Revisiting Viewing Graph Solvability: An Effective Approach Based on Cycle Consistency,
    in «IEEE Trans. Pattern Anal. Mach. Intell.»,
    vol. 47,
    n. 5,
    2025
    , pp. 3271-
    3284