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 2018
    Wang, Wei; Alameda-Pineda, Xavier; Xu, Dan; Fua, Pascal; Ricci, Elisa; Sebe, Nicu,
    Every Smile is Unique: Landmark-Guided Diverse Smile Generation,
    Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
    2018
    , pp. 7083-
    7092
  2. CVPR 2018
    Xu, Dan; Wang, Wei; Tang, Hao; Liu, Hong; Sebe, Nicu; Ricci, Elisa,
    Structured attention guided convolutional neural fields for monocular depth estimation,
    Proceedings of 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
    2018
    , pp. 3917-
    3925
  3. IROS 2018
    Mancini, Massimiliano; Karaoguz, Hakan; Ricci, Elisa; Jensfelt, Patrick; Caputo, Barbara,
    Kitting in the Wild through Online Domain Adaptation,
    Proceedings of 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
    2018
  4. ECCV 2018 Workshops
    Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara; Rota Bulò, Samuel,
    Adding New Tasks to a Single Network with Weight Transformations using Binary Masks,
    Computer Vision – ECCV 2018 Workshops, Proceedings Part II,
    Springer,
    vol. 11130,
    2018
    , pp. 180-
    190
  5. ICASSP 2018
    Wang, Yiming; Cavallaro, Andrea,
    Concurrent Target Following with Active Directional Sensors,
    Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
    IEEE,
    2018
    , pp. 6603-
    6607
  6. Journal
    Porzi, Lorenzo; Rota Bulò, Samuel; Lanz, Oswald; Valigi, Paolo; Ricci, Elisa,
    An automatic image-to-DEM alignment approach for annotating mountains pictures on a smartphone,
    in «MACHINE VISION AND APPLICATIONS»,
    vol. 28,
    n. 1-2,
    2017
    , pp. 101-
    115
  7. Journal
    Porzi, Lorenzo; Rota Bulò, Samuel; Penate-Sanchez, Adrian; Ricci, Elisa; Moreno-Noguer, Francesc,
    Learning Depth-aware Deep Representations for Robotic Perception,
    in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
    vol. 2,
    n. 2,
    2017
    , pp. 468-
    475
  8. Journal
    Mancini, Massimiliano; Rota Bulo`, Samuel; Ricci, Elisa; Caputo, Barbara,
    Learning Deep NBNN Representations for Robust Place Categorization,
    in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
    vol. 2,
    n. 3,
    2017
    , pp. 1794-
    1801
  9. Alameda-Pineda, Xavier; Subramanian, Ramanathan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu,
    SALSA: A Multimodal Dataset for the Automated Analysis of Free-Standing Social Interactions,
    Group and Crowd Behavior for Computer Vision,
    2017
    , pp. 321-
    340
  10. Ricci, Elisa; Yan, Yan; Rajagopal, Anoop K.; Subramanian, Ramanathan; Vieriu, Radu L.; Lanz, Oswald; Sebe, Nicu,
    Exploring Multitask and Transfer Learning Algorithms for Head Pose Estimation in Dynamic Multiview Scenarios,
    Group and Crowd Behavior for Computer Vision,
    2017
    , pp. 67-
    87
  11. AVSS 2017
    Wang, Yiming; Cavallaro, Andrea,
    Active visual tracking in multi-agent scenarios,
    Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS),
    IEEE Computer Society,
    2017
    , pp. 1-
    6
  12. TPAMI
    Alameda Pineda, Xavier; Staiano, Jacopo; Subramanian, Ramanathan; Batrinca, Ligia Maria; Ricci, Elisa; Lepri, Bruno; Lanz, Oswald; Sebe, Nicu,
    SALSA: A Novel Dataset for Multimodal Group Behaviour Analysis,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 38,
    n. 8,
    2016
    , pp. 1707-
    1720
  13. TPAMI
    Yan, Yan; Ricci, Elisa; Subramanian, Ramanathan; Liu, Gaowen; Lanz, Oswald; Sebe, Nicu,
    A Multi-task Learning Framework for Head Pose Estimation under Target Motion,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 38,
    n. 6,
    2016
    , pp. 1070-
    1083
  14. Conference
    Porzi, Lorenzo; Rota Bulò, Samuel; Ricci, Elisa,
    A Deeply-Supervised Deconvolutional Network for Horizon Line Detection,
    Proceedings of the 2016 ACM on Multimedia Conference,
    2016
    , pp. 137-
    141
  15. Journal
    Zen, Gloria; Porzi, Lorenzo; Sangineto, Enver; Ricci, Elisa; Sebe, Nicu,
    Learning Personalized Models for Facial Expression Analysis and Gesture Recognition,
    in «IEEE TRANSACTIONS ON MULTIMEDIA»,
    vol. 18,
    n. 4,
    2016
    , pp. 775-
    788
  16. AVSS 2016
    Wang, Yiming; Cavallaro, Andrea,
    Prioritized target tracking with active collaborative cameras,
    Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS),
    IEEE Computer Society,
    2016
    , pp. 131-
    137
  17. Conference
    Camargo de Souza, Jose'; Negri, Matteo; Ricci, Elisa; Turchi, Marco,
    Online Multitask Learning for Machine Translation Quality Estimation,
    Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers),
    Association for Computational Linguistics,
    2015
    , pp. 219-
    228
  18. ICCV 2015
    Ricci, Elisa; Varadarajan, Jagannadan; Subramanian, Ramanathan; Rota Bulò, Samuel; Ahuja, Narendra; Lanz, Oswald,
    Uncovering Interactions and Interactors: Joint Estimation of Head, Body Orientation and F-formations from Surveillance Videos,
    2015 IEEE International Conference on Computer Vision (ICCV),
    IEEE,
    2015
    , pp. 4660-
    4668
  19. Conference
    Subramanian, Ramanathan; Varadarajan, Jagannadan; Ricci, Elisa; Lanz, Oswald; Winkler, Stefan,
    Jointly Estimating Interactions and Head, Body Pose of Interactors from Social Scenes,
    MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
    ACM,
    2015
    , pp. 835-
    838
  20. Conference
    Alameda-Pineda, Xavier; Yan, Yan; Ricci, Elisa; Lanz, Oswald; Sebe, Nicu,
    Analyzing Free-standing Conversational Groups: a Multimodal Approach,
    MM '15 Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
    ACM,
    2015
    , pp. 5-
    14