Elisa Ricci

Elisa Ricci is an Associate Professor with Department of Information Engineering and Computer Science at the University of Trento and the head of the Deep Visual Learning research group at Fondazione Bruno Kessler (FBK). Her research interests are directed to the development of deep learning algorithms with applications in the field of computer vision, multimedia analysis and robot perception.

Elisa received her MSc (2004) and PhD degree (2008) in Electrical Engineering from the University of Perugia. Previously, she was an Assistant Professor at the University of Perugia (2011-2017) and a researcher at the Idiap Research Institute (2009) and FBK (2010). She has been a visiting researcher at the Swiss Federal Institute of Technology and the University of Bristol. In 2018 she obtained the Italian National Scientific Qualification to Full Professor in the sectors 09/H1 and 01/B1.

Elisa has co-authored more than 100 scientific publications and she regularly publishes in top-tier journals and conferences in computer vision and multimedia (CVPR/ICCV/NeurIPS/ACM MM, IEEE TPAMI, IJCV, IEEE TMM, IEEE TIP). She has received numerous awards for her scientific activity (Best paper award ACM MM 2015, INTEL Best Paper ICPR 2016, etc). She is a member of the editorial board of the journals IEEE Transactions on Multimedia, ACM Trans on Multimedia Computing Communications and Applications and Multimedia Systems Journal (MMSJ). She is the Program Chair of ACM MM 2020, the Diversity Chair of ACM MM 2022, Track Chair of ICPR 2020, Special Session Chair at ICME 2022. She was/is Area Chair at WACV 2021, AISTATS 2021, BMVC 2018-2020, ICMR 2019, Senior Program Committee member of IJCAI 2019, ACM Multimedia 2016-2019, Area Chair at ECCV 2016, ICCV 2017 and Associate Editor at ICRA 2018, 2019, 2021. She regularly serves as program committee member and reviewer for the main international conferences (CVPR, ICCV, ECCV, NeurIPS, ICLR, ACM Multimedia, IROS, ICRA, ICPR, etc) and journals (IEEE TMM, IEEE TPAMI, IJCV, CVIU, MVA, etc) in computer vision, multimedia and robotics.

She is/was the Principal Investigator and/or participated to several national and international projects. Currently, at UNITN she is the local coordinator of the EU H2020 project SPRING (2020-2023), where she leads research activities in multi-modal human behavior analysis for human robot interactions. At FBK she leads research in video analysis in the EU H2020 project MARVEL (2020-2022) and EU ISFP project PROTECTOR (2020-2022). At UNITN she is also involved as senior researcher in the H2020 EU project AI4Media (2020-2022) and the project TALENT – joinT uAv and surveLliance vidEo coNtent analysis and mining for smarT city (2019-2021) funded by MAE Italy-China R&D cooperation program.

Elisa Ricci is also involved in several industrial projects and collaborations with companies, both at national and international level. Currently, she is the PI of the project BONSAI – Analyzing Human Behaviors with Online and Structured Adaptation funded by Huawei Technologies. She has also recently awarded with several gifts and donations within company donation programs (Snap Inc in 2018-2020, SAP SE in 2018-2019). She holds a US patent on “Self-adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions”.

1. TPAMI
   Conti, Alessandro; Fini, Enrico; Mancini, Massimiliano; Rota, Paolo; Wang, Yiming; Ricci, Elisa,
   Vocabulary-Free Image Classification and Semantic Segmentation,
   in «IEEE Trans. Pattern Anal. Mach. Intell.»,
   vol. 48,
   n. 6,
   2026
   , pp. 6127-
   6138
2. CVPR 2026
   Angheben, Samuele; Berasi, Davide; Conti, Alessandro; Ricci, Elisa; Wang, Yiming,
   Specificity-aware reinforcement learning for fine-grained open-world classification,
   IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026, Denver, CO, USA, June 3-7, 2026,
   Computer Vision Foundation,
   2026
   , pp. 41467-
   41477
3. ECCV 2026
   Das, Deepayan; Talon, Davide; Wang, Yiming; Mancini, Massimiliano; Ricci, Elisa,
   Personalizing MLLMs via Reinforced Multimodal Reference Game,
   Computer Vision - ECCV 2026 - 19th European Conference, Malmö, Sweden, September 8-12, 2026, Proceedings, Part LXIX,
   Springer,
   vol. 17069,
   2026
   , pp. 625-
   642
4. FG 2026
   Liberatori, Benedetta; Conti, Alessandro; Vaquero, Lorenzo; Rota, Paolo; Wang, Yiming; Ricci, Elisa,
   Zero-Shot Temporal Action Localization Through Textual Guidance,
   20th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2026, Kyoto, Japan, May 25-29, 2026,
   IEEE,
   2026
   , pp. 1-
   9
5. CVPR 2026
   Laiti, Francesco; Talon, Davide; Staiano, Jacopo; Ricci, Elisa,
   How to Take a Memorable Picture? Empowering Users with Actionable Feedback,
   IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026, Denver, CO, USA, June 3-7, 2026,
   Computer Vision Foundation,
   2026
   , pp. 29738-
   29749
6. Caldarella, Simone; Talon, Davide; Aljundi, Rahaf; Ricci, Elisa; Mancini, Massimiliano,
   Thinking Past the Answer: Evaluating Harmful Overthinking in Large Reasoning Models,
   in «arXiv preprint arXiv:2606.02835»,
   2026
7. Orsingher, Lorenzo; De Min, Thomas; Mancini, Massimiliano; Talon, Davide; Ricci, Elisa,
   Unlearning Under Imbalance: Benchmarking Fairness in Multimodal LLM Unlearning,
   in «arXiv preprint arXiv:2607.21300»,
   2026
8. CVPR 2026
   Gentile, Francesco; Dall'Asen, Nicola; Tonini, Francesco; Mancini, Massimiliano; Vaquero, Lorenzo; Ricci, Elisa,
   From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition,
   IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026, Denver, CO, USA, June 3-7, 2026,
   Computer Vision Foundation,
   2026
   , pp. 2895-
   2906
9. FG 2026
   Bonat, Laurence; Tonini, Francesco; Ricci, Elisa; Vaquero, Lorenzo,
   Training-Free Semantic Multi-Object Tracking with Vision-Language Models,
   20th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2026, Kyoto, Japan, May 25-29, 2026,
   IEEE,
   2026
   , pp. 1-
   10
10. FG 2026
    Tonini, Francesco; Conti, Alessandro; Vaquero, Lorenzo; Beyan, Cigdem; Ricci, Elisa,
    Towards Unconstrained Human-Object Interaction,
    20th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2026, Kyoto, Japan, May 25-29, 2026,
    IEEE,
    2026
    , pp. 1-
    10
11. PerCom 2026 Workshops
    Benevelli, Riccardo; Ancilotto, Alberto; Vaquero, Lorenzo; Ricci, Elisa; Farella, Elisabetta,
    Enabling Efficient Portrait Segmentation on Embedded Devices,
    IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom 2026 - Workshops, Pisa, Italy, March 16-20, 2026,
    IEEE,
    2026
    , pp. 1-
    6
12. Tonini, Francesco; Vaquero, Lorenzo; Derakhshani, Mohammad Mahdi; Snoek, Cees; Ricci, Elisa; Beyan, Cigdem,
    FineHOI: Part-Aware Dense Representations for Zero-Shot Human-Object Interaction Detection,
    in «arXiv preprint arXiv:2609.05959»,
    2026
13. TMLR
    Berasi, Davide; Farina, Matteo; Mancini, Massimiliano; Ricci, Elisa,
    Linear Model Merging Unlocks Simple and Scalable Multimodal Data Mixture Optimization,
    in «Trans. Mach. Learn. Res.»,
    vol. 2026,
    2026
14. CVPR 2026
    Ghosh, Adhiraj; Udandarao, Vishaal; Nguyen, Thao; Farina, Matteo; Cherti, Mehdi; Jitsev, Jenia; Oh, Sewoong; Ricci, Elisa; Schmidt, Ludwig; Bethge, Matthias,
    Concept-Aware Batch Sampling Improves Language-Image Pretraining,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026, Denver, CO, USA, June 3-7, 2026,
    Computer Vision Foundation,
    2026
    , pp. 3056-
    3068
15. 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
16. 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
17. 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
18. 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
19. 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-
20. 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
21. 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
22. 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
23. 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
24. 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
25. 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
26. 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
27. 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-
28. 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
29. 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
30. 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
31. 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
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
38. 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
39. 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
40. 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
41. 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
42. TMLR
    De Min, Thomas; Roy, Subhankar; Lathuilière, Stéphane; Ricci, Elisa; Mancini, Massimiliano,
    Group-robust Machine Unlearning,
    in «Trans. Mach. Learn. Res.»,
    vol. 2025,
    2025
43. 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
44. 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
45. 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
46. 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
47. 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
48. 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
49. 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
50. 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
51. 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
52. 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
53. 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
54. 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-
55. 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
56. 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
57. EMNLP 2024
    Dall'Asen, Nicola; Wang, Yiming; Fini, Enrico; Ricci, Elisa,
    Retrieval-enriched zero-shot image classification in low-resource domains,
    Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024,
    Association for Computational Linguistics,
    2024
    , pp. 21287-
    21302
58. ACM MM 2024
    Tonini, Francesco; Dall'Asen, Nicola; Vaquero, Lorenzo; Beyan, Cigdem; Ricci, Elisa,
    AL-GTD: Deep Active Learning for Gaze Target Detection,
    Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November 2024,
    ACM,
    2024
    , pp. 2360-
    2369
59. CVIU
    Zara, Giacomo; da Costa, Victor Guilherme Turrisi; Roy, Subhankar; Rota, Paolo; Ricci, Elisa,
    Simplifying open-set video domain adaptation with contrastive learning,
    in «Comput. Vis. Image Underst.»,
    vol. 241,
    2024
    , pp. 103953-
60. IJCV
    Mei, Guofeng; Saltori, Cristiano; Ricci, Elisa; Sebe, Nicu; Wu, Qiang; Zhang, Jian; Poiesi, Fabio,
    Unsupervised Point Cloud Representation Learning by Clustering and Neural Rendering,
    in «Int. J. Comput. Vis.»,
    vol. 132,
    n. 8,
    2024
    , pp. 3251-
    3269
61. TPAMI
    Ma, Xinzhu; Ouyang, Wanli; Simonelli, Andrea; Ricci, Elisa,
    3D Object Detection From Images for Autonomous Driving: A Survey,
    in «IEEE Trans. Pattern Anal. Mach. Intell.»,
    vol. 46,
    n. 5,
    2024
    , pp. 3537-
    3556
62. TOG
    Menapace, Willi; Siarohin, Aliaksandr; Lathuilière, Stéphane; Achlioptas, Panos; Golyanik, Vladislav; Tulyakov, Sergey; Ricci, Elisa,
    Promptable Game Models: Text-guided Game Simulation via Masked Diffusion Models,
    in «ACM Trans. Graph.»,
    vol. 43,
    n. 2,
    2024
    , pp. 17:1-
    17:16
63. AINA 2024
    Kiss, Tamás; Ullah, Amjad; Terstyánszky, Gábor; Kao, Odej; Becker, Sören; Verginadis, Yiannis; Michalas, Antonis; Stankovski, Vlado; Kertesz, Attila; Ricci, Elisa; Altmann, Jörn; Egger, Bernhard; Tusa, Francesco; Kovács, József; Lovas, Róbert,
    Swarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum,
    Advanced Information Networking and Applications - Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Kitakyushu, Japan, 17-19 April, 2024, Volume 5,
    Springer,
    vol. 203,
    2024
    , pp. 89-
    100
64. CoLLAs 2024
    De Min, Thomas; Mancini, Massimiliano; Lathuilière, Stéphane; Roy, Subhankar; Ricci, Elisa,
    Less is more: Summarizing Patch Tokens for efficient Multi-Label Class-Incremental Learning,
    Conference on Lifelong Learning Agents, 29-1 August 2024, University of Pisa, Pisa, Italy,
    PMLR,
    vol. 274,
    2024
    , pp. 852-
    868
65. CVPR 2024
    Menapace, Willi; Siarohin, Aliaksandr; Skorokhodov, Ivan; Deyneka, Ekaterina; Chen, Tsai-Shien; Kag, Anil; Fang, Yuwei; Stoliar, Aleksei; Ricci, Elisa; Ren, Jian; Tulyakov, Sergey,
    Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024,
    IEEE,
    2024
    , pp. 7038-
    7048
66. CVPR 2024
    Farina, Matteo; Mancini, Massimiliano; Cunegatti, Elia; Liu, Gaowen; Iacca, Giovanni; Ricci, Elisa,
    MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024,
    IEEE,
    2024
    , pp. 16185-
    16195
67. CVPR 2024
    Liu, Mingxuan; Hayes, Tyler L.; Ricci, Elisa; Csurka, Gabriela; Volpi, Riccardo,
    SHiNe: Semantic Hierarchy Nexus for Open-Vocabulary Object Detection,
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024,
    IEEE,
    2024
    , pp. 16634-
    16644
68. ECCV 2024 Workshops
    Caldarella, Simone; Mancini, Massimiliano; Ricci, Elisa; Aljundi, Rahaf,
    The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models,
    Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXI,
    Springer,
    vol. 15643,
    2024
    , pp. 435-
    451
69. ICASSP 2024
    C, Mohamad Hassan N; Bhattacharya, Avigyan; da Costa, Victor G. Turrisi; Banerjee, Biplab; Ricci, Elisa,
    Enhancing the Domain Robustness of Self-Supervised pre-Training with Synthetic Images,
    IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024,
    IEEE,
    2024
    , pp. 5470-
    5474
70. ICLR 2024
    Liu, Mingxuan; Roy, Subhankar; Li, Wenjing; Zhong, Zhun; Sebe, Nicu; Ricci, Elisa,
    Democratizing Fine-grained Visual Recognition with Large Language Models,
    The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024,
    OpenReview.net,
    2024
71. ICPR 2024
    Laiti, Francesco; Liberatori, Benedetta; De Min, Thomas; Ricci, Elisa,
    Conditioned Prompt-Optimization for Continual Deepfake Detection,
    Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part IX,
    Springer,
    vol. 15309,
    2024
    , pp. 64-
    79
72. ICPR 2024
    Liu, Mingxuan; Roy, Subhankar; Zhong, Zhun; Sebe, Nicu; Ricci, Elisa,
    Large-Scale Pre-trained Models are Surprisingly Strong in Incremental Novel Class Discovery,
    Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XVI,
    Springer,
    vol. 15316,
    2024
    , pp. 126-
    142
73. ICPR 2024
    Bosetti, Massimo; Zhang, Shibingfeng; Liberatori, Benedetta; Zara, Giacomo; Ricci, Elisa; Rota, Paolo,
    Text-Enhanced Zero-Shot Action Recognition: A Training-Free Approach,
    Pattern Recognition - 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024, Proceedings, Part XV,
    Springer,
    vol. 15315,
    2024
    , pp. 327-
    342
74. NeurIPS 2024
    Farina, Matteo; Franchi, Gianni; Iacca, Giovanni; Mancini, Massimiliano; Ricci, Elisa,
    Frustratingly Easy Test-Time Adaptation of Vision-Language Models,
    Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024,
    2024
75. RTSI 2024
    Tur, Anil Osman; Conti, Alessandro; Beyan, Cigdem; Boscaini, Davide; Larcher, Roberto; Messelodi, Stefano; Poiesi, Fabio; Ricci, Elisa,
    Exploring Fine-Grained Retail Product Discrimination with Zero-Shot Object Classification Using Vision-Language Models,
    8th IEEE Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024, Milano, Italy, September 18-20, 2024,
    IEEE,
    2024
    , pp. 97-
    102
76. WACV 2024
    Bose, Shirsha; Jha, Ankit; Fini, Enrico; Singha, Mainak; Ricci, Elisa; Banerjee, Biplab,
    StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization,
    IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024, Waikoloa, HI, USA, January 3-8, 2024,
    IEEE,
    2024
    , pp. 5530-
    5540
77. Li, Jinlong; Jie, Zequn; Ricci, Elisa; Ma, Lin; Sebe, Nicu,
    Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization,
    in «arXiv preprint arXiv:2407.08374»,
    2024
78. De Min, Thomas; Roy, Subhankar; Mancini, Massimiliano; Lathuilière, Stéphane; Ricci, Elisa,
    One-Shot Unlearning of Personal Identities,
    in «arXiv preprint arXiv:2407.12069»,
    2024
79. Liu, Mingxuan; Zhong, Zhun; Li, Jun; Franchi, Gianni; Roy, Subhankar; Ricci, Elisa,
    Organizing Unstructured Image Collections using Natural Language,
    in «arXiv preprint arXiv:2410.05217»,
    2024
80. NeurIPS 2023
    Conti, Alessandro; Fini, Enrico; Mancini, Massimiliano; Rota, Paolo; Wang, Yiming; Ricci, Elisa,
    Vocabulary-free Image Classification,
    Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023,
    2023
81. WACV 2023
    Mattolin, Giulio; Zanella, Luca; Ricci, Elisa; Wang, Yiming,
    ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing,
    IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, Waikoloa, HI, USA, January 2-7, 2023,
    IEEE,
    2023
    , pp. 423-
    433
82. BMVC 2022
    Conti, Alessandro; Rota, Paolo; Wang, Yiming; Ricci, Elisa,
    Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition,
    33rd British Machine Vision Conference 2022, BMVC 2022, London, UK, November 21-24, 2022,
    BMVA Press,
    2022
    , pp. 486-
83. ICIAP 2022
    Dall'Asen, Nicola; Wang, Yiming; Tang, Hao; Zanella, Luca; Ricci, Elisa,
    Graph-Based Generative Face Anonymisation with Pose Preservation,
    Image Analysis and Processing - ICIAP 2022 - 21st International Conference, Lecce, Italy, May 23-27, 2022, Proceedings, Part II,
    Springer,
    vol. 13232,
    2022
    , pp. 503-
    515
84. TPAMI
    Mancini, Massimiliano; Porzi, Lorenzo; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
    Inferring Latent Domains for Unsupervised Deep Domain Adaptation,
    in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
    vol. 43,
    n. 2,
    2021
    , pp. 485-
    498
85. Journal
    Wang, Wei; Alameda-Pineda, Xavier; Xu, Dan; Ricci, Elisa; Sebe, Nicu,
    Learning How to Smile: Expression Video Generation with Conditional Adversarial Recurrent Nets,
    in «IEEE TRANSACTIONS ON MULTIMEDIA»,
    vol. 22,
    n. 11,
    2020
    , pp. 2808-
    2819
86. ICPR 2020
    Ardino, Pierfrancesco; Liu, Yahui; Ricci, Elisa; Lepri, Bruno; De Nadai, Marco,
    Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation,
    Proceedings IEEE ICPR 2020,
    2020
87. ICPR 2020
    Osterno Vasconcelos, Levi; Mancini, Massimiliano; Boscaini, Davide; Rota Bulò, Samuel; Caputo, Barbara; Ricci, Elisa,
    Shape Consistent 2D Keypoint Estimation under Domain Shift,
    Proceedings of the 25th International Conference on Pattern Recognition,
    2020
88. 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
89. 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
90. 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
91. 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
92. 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
93. 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
94. 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
95. 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
96. 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
97. 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
98. 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
99. 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
100. 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
101. 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
102. 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
103. 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
104. 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
105. 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
106. 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
107. 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
108. 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
109. 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
110. 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
111. 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
112. 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
113. 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
114. 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
115. 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
116. 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
117. 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
118. 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
119. 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
120. Conference
     Porzi, Lorenzo; Rota Bulò, Samuel; Lepri, Bruno; Ricci, Elisa,
     Predicting and understanding urban perception with convolutional neural networks,
     Proceedings of the 23rd Annual ACM Conference on Multimedia Conference,
     2015
     , pp. 139-
     148
121. Journal
     Yan, Yan; Ricci, Elisa; Liu, Gaowen; Sebe, Nicu,
     Egocentric daily activity recognition via multitask clustering,
     in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
     vol. 24,
     n. 10,
     2015
     , pp. 2984-95-
     2995
122. Journal
     Costante, Gabriele; Ciarfuglia, Thomas A.; Valigi, Paolo; Ricci, Elisa,
     Transferring knowledge across robots: A risk sensitive approach,
     in «ROBOTICS AND AUTONOMOUS SYSTEMS»,
     vol. 65,
     2015
     , pp. 1-
     14
123. IJCV
     Rajagopal A.K.; Subramanian R.; Ricci E.; Vieriu R.L.; Lanz O.; Kalpathi R.; Sebe N.,
     Exploring Transfer Learning Approaches for Head Pose Classification from Multi-view Surveillance Images,
     in «INTERNATIONAL JOURNAL OF COMPUTER VISION»,
     vol. 109,
     2014
     , pp. 146-
     167
124. Journal
     Thomas A. Ciarfuglia; Gabriele Costante; Paolo Valigi; Elisa Ricci,
     Evaluation of non-geometric methods for visual odometry,
     in «ROBOTICS AND AUTONOMOUS SYSTEMS»,
     vol. 62,
     n. 11,
     2014
     , pp. 1717-
     1730
125. ICASSP 2014
     Gabriele Costante; Valerio Galieni; Yan Yan; Mario Luca Fravolini; Elisa Ricci; Paolo Valigi,
     Exploiting transfer learning for personalized view invariant gesture recognition,
     IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
     2014
     , pp. 1250-
     1254
126. Costante G.; Porzi L.; Lanz O.; Valigi P.; Ricci E.,
     Personalizing a Smartwatch-based Gesture Interface with Transfer Learning,
     Proc. EUSIPCO'14,
     2014
127. Yan Y.; Subramanian R.; Ricci E.; Lanz O.; Sebe N.,
     Evaluating Multi-task Learning for Multi-view Head-pose Classification in Interactive Environments,
     Proc. ICPR'14,
     2014
128. Porzi L.; Rota Bulo' S.; Lanz O.; Valigi P.; Ricci E.,
     Learning Contours for Automatic Annotations of Mountains Pictures on a Smartphone,
     Proc. ICDSC'14,
     2014
129. IROS 2014
     Gabriele Costante; Enrico Bellocchio; Paolo Valigi; Elisa Ricci,
     Personalizing Vision-Based Gestural Interfaces for HRI with UAVs: A Transfer Learning Approach,
     IEEE/RSJ International Conference on Intelligent Robots and Systems,
     2014
130. ACM MM 2014
     Enver Sangineto; Gloria Zen; Elisa Ricci; Nicu Sebe,
     We are not All Equal: Personalizing Models for Facial Expression Analysis with Transductive Parameter Transfer,
     ACM International Conference on Multimedia,
     2014
131. ICPR 2014
     Gloria Zen; Elisa Ricci; Nicu Sebe,
     Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover’s Distance,
     Proceedings of the International Conference on Pattern Recognition (ICPR’14),
     2014
132. ICPR 2014
     Yan Yan; Elisa Ricci; Gaowen Liu; Ramanathan Subramanian; Nicu Sebe,
     Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition,
     Proceedings of the International Conference on Pattern Recognition,
     2014
133. ICMI 2014
     Gloria Zen; Enver Sangineto; Elisa Ricci; Nicu Sebe,
     Unsupervised Domain Adaptation for Personalized Facial Emotion Recognition,
     ACM International Conference on Multimodal Interaction (ICMI),
     2014
134. ICIP 2014
     Yan Yan; Elisa Ricci; Negar Rostamzadeh; Nicu Sebe,
     It's All About Habits: Exploiting Multi-Task Clustering for Activities of Daily Living Analysis,
     IEEE International Conference on Image Processing,
     2014
135. Journal
     Yan Yan; Elisa Ricci; Ramanathan Subramanian; Gaowen Liu; Nicu Sebe,
     Multitask Linear Discriminant Analysis for View Invariant Action Recognition,
     in «IEEE TRANSACTIONS ON IMAGE PROCESSING»,
     vol. 23,
     2014
     , pp. 5599-
     5611
136. TPAMI
     E. Ricci; G. Zen; N. Sebe; S. Messelodi,
     A Prototype Learning Framework using EMD: Application to Complex Scenes Analysis,
     in «IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE»,
     vol. 35,
     n. 3,
     2013
     , pp. 513-
     526
137. Porzi L.; Messelodi S.; Modena C.M.; Ricci E.,
     A Smart Watch-based Gesture Recognition System for Assisting People with Visual Impairments,
     ACM Multimedia 2013,
     ACM,
     2013
     , pp. 19-
     24
138. ICCV 2013
     Yan Y; Ricci E.; Subramanian R.; Lanz O.; Sebe N.,
     No Matter Where You Are: Flexible Graph-guided Multi-task Learning for Multi-view Head Pose Classification Under Target Motion,
     Proceedings of ICCV 2013,
     2013
     , pp. 1177-
     1184
139. Journal
     Lucia Bissi; Giuseppe Baruffa; Pisana Placidi; Elisa Ricci; Andrea Scorzoni; Paolo Valigi,
     Automated defect detection in uniform and structured fabrics using Gabor filters and PCA,
     in «JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION»,
     vol. 24,
     2013
     , pp. 838-
     845
140. ICIP 2013
     Yan Yan; Gaowen Liu; Elisa Ricci; Nicu Sebe,
     Clustered Multi-task Linear Discriminant Analysis for View Invariant Color-Depth Action Recognition,
     Proceedings of the International Conference on Image Processing,
     2013
     , pp. 2842-
     2846
141. IROS 2013
     Gabriele Costante; Thomas A. Ciarfuglia; Paolo Valigi; Elisa Ricci,
     A transfer learning approach for multi-cue semantic place recognition,
     2013 IEEE/RSJ International Conference on Intelligent Robots and Systems,
     2013
     , pp. 2122-
     2129
142. EUSIPCO 2012
     R.L. Vieriu; A. Rajagopal; R. Subramanian; O. Lanz; E. Ricci; N. Sebe; K. Ramakrishnan,
     Boosting-based Transfer Learning for Multi-View Head-Pose Classification From Surveillance Videos,
     Proc. European Signal Processing Conference (EUSIPCO 2012),
     2012
143. Conference
     A. Rajagopal; R. Subramanian; R. Vieriu; E. Ricci; O. Lanz; N. Sebe; K. Ramakrishnan,
     An Adaptation Framework for Head Pose Estimation in Dynamic Multi-view Scenarios,
     Proc. Asian Conference on Computer Vision (ACCV’12),
     2012
144. Lorenzo Porzi; Elisa Ricci; Thomas A. Ciarfuglia; Michele Zanin,
     Visual-inertial Tracking on Android for Augmented Reality Applications,
     2012
145. ENERGYCON 2012
     Alessio Ragnacci; Marco Pastorelli; Paolo Valigi; Elisa Ricci,
     Exploiting dimensionality reduction techniques for photovoltaic power forecasting,
     IEEE International Energy Conference and Exhibition (ENERGYCON),
     2012
     , pp. 867-
     872
146. ICPR 2012
     Zen G.; Rostamzadeh N.; Staiano J.; Ricci E.; Sebe N.,
     Enhanced semantic descriptors for functional scene categorization,
     Proceedings of the 21st International Conference on Pattern Recognition, ICPR 2012,
     2012
147. ECCV 2012
     Gloria Zen; Elisa Ricci; Nicu Sebe,
     Exploiting Sparse Representations for Robust Analysis of Noisy Complex Video Scenes,
     European Conference on Computer Vision,
     vol. 7577,
     2012
     , pp. 199-
     213
148. ICPR 2012
     M. Tiribuzi; M. Pastorelli; P. Valigi; E. Ricci,
     A Multiple Kernel Learning framework for detecting altered fingerprints,
     International Conference on Pattern Recognition (ICPR),
     2012
     , pp. 3402-
     3405
149. IROS 2012
     Thomas A. Ciarfuglia; Gabriele Costante; Paolo Valigi; Elisa Ricci,
     A discriminative approach for appearance based loop closing,
     IEEE/RSJ International Conference on Intelligent Robots and Systems,
     2012
     , pp. 3837-
     3843
150. Conference
     L. Bissi; G. Baruffa; P. Placidi; E. Ricci; A. Scorzoni; P. Valigi,
     Patch based yarn defect detection using Gabor filters,
     IEEE International Instrumentation and Measurement Technology Conference Proceedings,
     2012
     , pp. 240-
     244
151. G. Zen; E. Ricci; S. Messelodi; N. Sebe,
     Sorting Atomic Activities for Discovering Spatio-temporal Patterns in Dynamic Scenes,
     2011
152. G. Zen; E. Ricci,
     Earth Mover’s Prototypes: a Convex Learning Approach for Discovering Activity Patterns in Dynamic Scenes,
     Computer Vision and Pattern Recognition,
     2011
     , pp. 3225-
     3232
153. ICPR 2010
     G. Zen; O. Lanz; S. Messelodi; E. Ricci,
     Tracking Multiple People with Illumination Maps,
     Proceedings of International Conference on Pattern Recognition,
     IEEE,
     2010
     , pp. 3484-
     3487
154. Conference
     G. Zen; B. Lepri; E. Ricci; O. Lanz,
     Space Speaks - Towards Socially and Personality Aware Visual Surveillance,
     Proceedings of ACM Multimedia,
     ACM,
     2010
     , pp. 37-
     42
155. ICPR 2010
     Ricci, Elisa; Tobia, Francesco; G., Zen,
     Learning Pedestrian Trajectories with Kernels,
     Proc. of International Conference on Pattern Recognition - ICPR,
     IEEE,
     2010
     , pp. 149-
     152
156. S. Duffner; J.M. Odobez; E. Ricci,
     Dynamic Partitioned Sampling For Tracking With Discriminative Features,
     2009
157. ICIP 2009
     E. Ricci; J.M Odobez,
     Learning Large Margin Likelihoods for Realtime Head Pose Tracking,
     Image Processing (ICIP), 2009 16th IEEE International Conference on,
     2009
     , pp. 2565-
     2568
158. Journal
     E. Ricci; T. De Bie; N. Cristianini,
     Magic Moments for Structured Output Prediction,
     in «JOURNAL OF MACHINE LEARNING RESEARCH»,
     vol. 9,
     2008
     , pp. 2803-
     2846
159. Journal
     E. Ricci; R. Perfetti,
     Recurrent Correlation Associative Memories: A Feature Space Perspective,
     in «IEEE TRANSACTIONS ON NEURAL NETWORKS»,
     vol. 19,
     2008
     , pp. 333-
     345
160. E. Ricci; R. Perfetti,
     Large Margin Methods for Structured Output Prediction.,
     Computational Intelligence Paradigms,
     Springer-Verlag,
     2008
     , pp. 109-
     132
161. N. Cristianini; E. Ricci,
     Support Vector Machines,
     Encyclopedia of Algorithms,
     Springer-Verlag,
     2008
     , pp. 928-
     932
162. Journal
     E. Ricci; R.Perfetti,
     Retinal blood vessel segmentation using line operators and support vector classification.,
     in «IEEE TRANSACTIONS ON MEDICAL IMAGING»,
     vol. 26,
     n. 10,
     2007
     , pp. 1357-
     1365
163. E. Ricci; T. De Bie; N. Cristianini,
     Discriminative sequence labeling by Z-score optimization,
     2007
     , pp. 274-
     285
164. Journal
     R. Perfetti; E. Ricci; D. Casali; G. Costantini,
     Cellular neural network with virtual template expansion for Retinal Vessel Segmentation,
     in «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS»,
     vol. 54,
     n. 2,
     2007
     , pp. 141-
     145
165. E. Ricci; T. De Bie; N. Cristianini,
     Learning to align: a statistical approach,
     Advances in Intelligent Data Analysis VII,
     Springer-Verlag,
     vol. 4723/2007,
     2007
     , pp. 25-
     36
166. Journal
     R. Perfetti; E. Ricci,
     Analog neural network for support vector machine learning,
     in «IEEE TRANSACTIONS ON NEURAL NETWORKS»,
     vol. 17,
     n. 4,
     2006
     , pp. 1085-
     1091
167. Journal
     E. Ricci; R. Perfetti,
     Improved pruning strategy for radial basis function networks with dynamic decay adjustment,
     in «NEUROCOMPUTING»,
     vol. 69,
     n. 13-15,
     2006
     , pp. 1728-
     1732
168. Journal
     R. Perfetti; E. Ricci,
     Reduced complexity RBF classifiers with support vector centres and dynamic decay adjustment,
     in «NEUROCOMPUTING»,
     vol. 69,
     n. 16-18,
     2006
     , pp. 2446-
     2450
169. Journal
     E. Ricci; L. Rugini; R. Perfetti,
     SVM based CDMA receiver with incremental active learning,
     in «NEUROCOMPUTING»,
     vol. 69,
     n. 13-15,
     2006
     , pp. 1691-
     1696
170. Journal
     D. Casali; G. Costantini; R. Perfetti; E. Ricci,
     Associative memory design using support vector machines,
     in «IEEE TRANSACTIONS ON NEURAL NETWORKS»,
     vol. 17,
     n. 5,
     2006
     , pp. 1165-
     1174
171. M. Ciappa; M. Stangoni; W. Fichtner; A. Scorzoni; E. Ricci,
     On the Use of Neural Networks to Solve the Reverse Modelling Problem for the Quantification of Dopant Profiles Extracted by Scanning Probe Microscopy Techniques,
     2004
     , pp. 1703-
     1708