2023
Lucian Bicsi, Bogdan Alexe, Radu Tudor Ionescu, Marius Leordeanu, JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition,; IEEE International Conference on Computer Vision (ICCV) Workshops, 2023.
Alina Marcu, Mihai Pirvu, Dragos Costea, Emanuela Haller, Emil Slusanschi, Ahmed Nabil Belbachir, Rahul Sukthankar, Marius Leordeanu Self-Supervised Hypergraphs for Learning Multiple World Interpretations IEEE International Conference on Computer Vision (ICCV) Workshops, 2023
Mihai Pirvu, Alina Marcu, Alexandra Dobrescu, Nabil Belbachir, and Marius Leordeanu. Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations. IEEE International Conference on Computer Vision (ICCV) Workshops, 2023.
Masala, Mihai, Nicolae Cudlenco, Traian Rebedea, and Marius Leordeanu. "GEST: the Graph of Events in Space and Time as a Common Representation between Vision and Language." IEEE International Conference on Computer Vision (ICCV) Workshops, 2023
2022
Emanuela Haller, Adina Magda Florea and Marius Leordeanu Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume: 44, Issue: 11, 01 November 2022 (Impact factor: 24.31).
Licăret, Vlad, Victor Robu, Alina Marcu, Dragoş Costea, Emil Sluşanschi, Rahul Sukthankar, and Marius Leordeanu. UFO Depth: Unsupervised learning with flow-based odometry optimization for metric depth estimation. In 2022 International Conference on Robotics and Automation (ICRA), pp. 6526-6532. IEEE, 2022 (The 1st Ranked Conference in Robotics, by Google Ranking).
2021
Marius Leordeanu, Mihai Pirvu, Dragos Costea, Alina Marcu, Emil Slusanschi and Rahul Sukthankar. Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus. AAAI Conference on Artificial Intelligence, 2021 (Rank A*).
Emanuela Haller, Elena Burceanu and Marius Leordeanu. Unsupervised Domain Adaptation through Iterative Consensus Shift in a Multi-Task Graph, British Machine Vision Conference (BMVC) 2021 (Among top 4 international conferences in computer vision).
Mihai Pirvu, Victor Robu, Vlad Licaret, Dragos Costea, Alina Marcu, Emil Slusanschi, Rahul Sukthankar, Marius Leordeanu. Depth Distillation: Unsupervised Metric Depth Estimation for UAVs by Finding Consensus Between Kinematics, Optical Flow and Deep Learning. Computer Vision and Pattern Recognition (CVPR – Rank A*) Workshops, 2021.
Iulia Duta, Andrei Nicolicioiu, Marius Leordeanu Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks Advances in Neural Information Processing Systems (NeurIPS), 2021 (Rank A*).