Predator: Registration of 3d point clouds with low overlap S Huang, Z Gojcic, M Usvyatsov, A Wieser, K Schindler Proceedings of the IEEE/CVF Conference on computer vision and pattern …, 2021 | 556 | 2021 |
Indoor scene recognition in 3D S Huang, M Usvyatsov, K Schindler 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2020 | 23 | 2020 |
Inference, learning and attention mechanisms that exploit and preserve sparsity in CNNs T Hackel, M Usvyatsov, S Galliani, JD Wegner, K Schindler International journal of computer vision 128, 1047-1059, 2020 | 21 | 2020 |
Muon trigger for mobile phones M Borisyak, M Usvyatsov, M Mulhearn, C Shimmin, A Ustyuzhanin Journal of Physics: Conference Series 898 (3), 032048, 2017 | 13 | 2017 |
tntorch: Tensor network learning with PyTorch M Usvyatsov, R Ballester-Ripoll, K Schindler Journal of Machine Learning Research 23 (208), 1-6, 2022 | 10 | 2022 |
Cherry-picking gradients: Learning low-rank embeddings of visual data via differentiable cross-approximation M Usvyatsov, A Makarova, R Ballester-Ripoll, M Rakhuba, A Krause, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 7 | 2021 |
Registration of 3D Point Clouds with Low Overlap S Huang, Z Gojcic, M Usvyatsov, A Wieser, K Schindler Proceedings Computer Vision and Pattern Recognition, 1-60, 2021 | 6 | 2021 |
Tt-nf: Tensor train neural fields A Obukhov, M Usvyatsov, C Sakaridis, K Schindler, L Van Gool arXiv preprint arXiv:2209.15529, 2022 | 5 | 2022 |
T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. M Usvyatsov, R Ballester, L Bashaeva, K Schindler, G Ferrer, ... BMVC, 348, 2022 | 3 | 2022 |
Visual recognition in the wild by sampling deep similarity functions M Usvyatsov, K Schindler 2019 International Conference on Robotics and Automation (ICRA), 2341-2347, 2019 | 3 | 2019 |
TT-NF: Tensor Train Neural Fields A Obukhov, M Usvyatsov, C Sakaridis, K Schindler, L Van Gool IEEE Journal of Selected Topics in Signal Processing, 2024 | | 2024 |
Potential and limitations of tensor methods for learning on visual data M Usvyatsov ETH Zurich, 2022 | | 2022 |