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. ECCV 2020
    Wang, Yiming; Del Bue, Alessio,
    Where to Explore Next? ExHistCNN for History-Aware Autonomous 3D Exploration,
    Proceedings of the European Conference on Computer Vision (ECCV),
    Springer,
    vol. 12374,
    2020
    , pp. 125-
    140
  2. ICPR 2020
    Vaquero, Lorenzo; Mucientes, Manuel; Brea, Víctor M.,
    SiamMT: Real-Time Arbitrary Multi-Object Tracking,
    25th International Conference on Pattern Recognition, ICPR 2020, Virtual Event / Milan, Italy, January 10-15, 2021,
    IEEE,
    2020
    , pp. 707-
    714
  3. ICRA 2019
    Mancini, Massimiliano; Karaoguz, Hakan; Ricci, Elisa; Jensfelt, Patric; Caputo, Barbara,
    Knowledge is Never Enough: Towards Web Aided Deep Open World Recognition,
    Proceedings of 2019 International Conference on Robotics and Automation (ICRA),
    2019
  4. CVPR 2019
    Mancini, Massimiliano; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
    AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs,
    Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
    2019
  5. 3DV 2019
    Osterno Vasconcelos, Levi; Mancini, Massimiliano; Boscaini, Davide; Caputo, Barbara; Ricci, Elisa,
    Structured Domain Adaptation for 3D Keypoint Estimation,
    Proceedings of 2019 International Conference on 3D Vision (3DV),
    2019
    , pp. 57-
    66
  6. IROS 2019
    Cermelli, Fabio; Mancini, Massimiliano; Ricci, Elisa; Caputo, Barbara,
    The RGB-D Triathlon: Towards Agile Visual Toolboxes for Robots,
    Proceedings of 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
    2019
  7. TPAMI
    Xu, Dan; Ricci, Elisa; Wanli Ouyang, Null; Xiaogang Wang, Null; Sebe, Nicu,
    Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 41,
    n. 6,
    2019
    , pp. 1426-
    1440
  8. Journal
    Siarohin, Aliaksandr; Zen, Gloria; Majtanovic, Cveta; Alameda-Pineda, Xavier; Ricci, Elisa; Sebe, Nicu,
    Increasing Image Memorability with Neural Style Transfer,
    in «ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS»,
    vol. 15,
    n. 2,
    2019
    , pp. 1-
    22
  9. ACCV 2018
    Siarohin, Aliaksandr; Zen, Gloria; Sebe, Nicu; Ricci, Elisa,
    Enhancing Perceptual Attributes with Bayesian Style Generation,
    Proceedings of Asian Conference on Computer Vision (ACCV 2018),
    vol. 11361,
    2019
    , pp. 483-
    498
  10. ICIAP 2019
    Ricci, Elisa; Rota Bulò, Samuel; Snoek, Cees; Lanz, Oswald; Messelodi, Stefano; Sebe, Nicu,
    Image Analysis and Processing – ICIAP 2019. 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part I,
    Image Analysis and Processing – ICIAP 2019. 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part I,
    Springer,
    vol. 11751,
    2019
    , pp. 1-
    17
  11. ICIAP 2019
    Ricci, Elisa; Rota Bulò, Samuel; Snoek, Cees; Lanz, Oswald; Messelodi, Stefano; Sebe, Nicu,
    Image Analysis and Processing – ICIAP 2019. 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part II,
    Image Analysis and Processing – ICIAP 2019. 20th International Conference, Trento, Italy, September 9–13, 2019, Proceedings, Part II,
    Springer,
    vol. 11752,
    2019
    , pp. 1-
    17
  12. ICCV 2019 Workshops
    Wang, Yiming; Carletti, Marco; Setti, Francesco; Cristani, Marco; Del Bue, Alessio,
    Active 3D Classification of Multiple Objects in Cluttered Scenes,
    Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops,
    IEEE,
    2019
    , pp. 2602-
    2610
  13. Journal
    Wang, Yiming; James, Stuart; Stathopoulou, Elisavet Konstantina; Beltran-Gonzalez, Carlos; Konishi, Yoshinori; Del Bue, Alessio,
    Autonomous 3D Reconstruction, Mapping, and Exploration of Indoor Environments With a Robotic Arm,
    in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
    vol. 4,
    n. 4,
    2019
    , pp. 3340-
    3347
  14. EW 2019
    Talon, Davide; Attanasio, Luca; Chiariotti, Federico; Gadaleta, Matteo; Zanella, Andrea; Rossi, Michele,
    Comparing DASH Adaptation Algorithms in a Real Network Environment,
    25th European Wireless Conference, EW 2019, Aarhus, Denmark, May 2-4, 2019,
    VDE / IEEE,
    2019
    , pp. 1-
    6
  15. IJCV
    Varadarajan, Jagannadan; Subramanian, Ramanathan; Rota Bulò, Samuel; Ahuja, Narendra; Lanz, Oswald; Ricci, Elisa,
    Joint Estimation of Human Pose and Conversational Groups from Social Scenes,
    in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,
    vol. 126,
    n. 2-4,
    2018
    , pp. 410-
    429
  16. Journal
    Mancini, Massimiliano; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
    Robust Place Categorization With Deep Domain Generalization,
    in «IEEE ROBOTICS AND AUTOMATION LETTERS»,
    vol. 3,
    n. 3,
    2018
    , pp. 2093-
    2100
  17. CVPR 2018
    Mancini, Massimiliano; Porzi, Lorenzo; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
    Boosting Domain Adaptation by Discovering Latent Domains,
    Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR),
    IEEE,
    2018
    , pp. 3771-
    3780
  18. Journal
    Xu, Dan; Alameda-Pineda, Xavier; Song, Jingkuan; Ricci, Elisa; Sebe, Nicu,
    Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval,
    in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
    vol. 27,
    n. 9,
    2018
    , pp. 4410-
    4421
  19. 3DV 2018
    Pilzer, Andrea; Xu, Dan; Puscas, Mihai; Ricci, Elisa; Sebe, Nicu,
    Unsupervised Adversarial Depth Estimation Using Cycled Generative Networks,
    International Conference on 3D Vision (3DV),
    2018
    , pp. 587-
    595
  20. ICIP 2018
    Mancini, Massimiliano; Bulo, Samuel Rota; Caputo, Barbara; Ricci, Elisa,
    Best Sources Forward: Domain Generalization through Source-Specific Nets,
    Proceedings of IEEE International Conference on Image Processing (ICIP),
    IEEE,
    2018
    , pp. 1353-
    1357