Mikhail Usvyatsov

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 16

Top Topics

Registration Errors

Positive Semidefinite

Triangle Inequality

Top Venues

Int. J. Comput. Vis.

Publications

Mikhail Usvyatsov, Rafael Ballester-Ripoll, Lina Bashaeva, Konrad Schindler, Gonzalo Ferrer, Ivan V. Oseledets
T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. CoRR (2022)
Mikhail Usvyatsov, Rafael Ballester-Ripoll, Konrad Schindler
tntorch: Tensor Network Learning with PyTorch. CoRR (2022)
Anton Obukhov, Mikhail Usvyatsov, Christos Sakaridis, Konrad Schindler, Luc Van Gool
TT-NF: Tensor Train Neural Fields. CoRR (2022)
Mikhail Usvyatsov, Rafael Ballester-Ripoll, Konrad Schindler
tntorch: Tensor Network Learning with PyTorch. J. Mach. Learn. Res. 23 (2022)
Mikhail Usvyatsov, Rafael Ballester, Lina Bashaeva, Konrad Schindler, Gonzalo Ferrer, Ivan V. Oseledets
T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. BMVC (2022)
Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler
Predator: Registration of 3D Point Clouds With Low Overlap. CVPR (2021)
Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. ICCV (2021)
Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. CoRR (2021)
Shengyu Huang, Mikhail Usvyatsov, Konrad Schindler
Indoor Scene Recognition in 3D. IROS (2020)
Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan D. Wegner, Konrad Schindler
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs. Int. J. Comput. Vis. 128 (4) (2020)
Shengyu Huang, Mikhail Usvyatsov, Konrad Schindler
Indoor Scene Recognition in 3D. CoRR (2020)
Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler
PREDATOR: Registration of 3D Point Clouds with Low Overlap. CoRR (2020)
Mikhail Usvyatsov, Konrad Schindler
Visual recognition in the wild by sampling deep similarity functions. ICRA (2019)
Mikhail Usvyatsov, Konrad Schindler
Visual recognition in the wild by sampling deep similarity functions. CoRR (2019)
Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan Dirk Wegner, Konrad Schindler
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs. GCPR (2018)
Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan Dirk Wegner, Konrad Schindler
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks. CoRR (2018)