Mikhail Usvyatsov

18 papers A* 3A 2Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	TT-NF: Tensor Train Neural Fields. IEEE J. Sel. Top. Signal Process. Anton Obukhov, Mikhail Usvyatsov, Christos Sakaridis, Konrad Schindler, Luc Van Gool
2022	—	`—`	Potential and limitations of tensor methods for learning on visual data. Mikhail Usvyatsov
2022	A	`conf`	T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. BMVC Mikhail Usvyatsov, Rafael Ballester, Lina Bashaeva, Konrad Schindler, Gonzalo Ferrer, Ivan V. Oseledets
2022	J	`jnl`	T4DT: Tensorizing Time for Learning Temporal 3D Visual Data. CoRR Mikhail Usvyatsov, Rafael Ballester-Ripoll, Lina Bashaeva, Konrad Schindler, Gonzalo Ferrer, Ivan V. Oseledets
2022	J	`jnl`	TT-NF: Tensor Train Neural Fields. CoRR Anton Obukhov, Mikhail Usvyatsov, Christos Sakaridis, Konrad Schindler, Luc Van Gool
2022	J	`jnl`	tntorch: Tensor Network Learning with PyTorch. CoRR Mikhail Usvyatsov, Rafael Ballester-Ripoll, Konrad Schindler
2022	J	`jnl`	tntorch: Tensor Network Learning with PyTorch. J. Mach. Learn. Res. Mikhail Usvyatsov, Rafael Ballester-Ripoll, Konrad Schindler
2021	A*	`conf`	Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. ICCV Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim V. Rakhuba, Andreas Krause, Konrad Schindler
2021	J	`jnl`	Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. CoRR Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim V. Rakhuba, Andreas Krause, Konrad Schindler
2021	A*	`conf`	Predator: Registration of 3D Point Clouds With Low Overlap. CVPR Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler
2020	A	`conf`	Indoor Scene Recognition in 3D. IROS Shengyu Huang, Mikhail Usvyatsov, Konrad Schindler
2020	J	`jnl`	Indoor Scene Recognition in 3D. CoRR Shengyu Huang, Mikhail Usvyatsov, Konrad Schindler
2020	J	`jnl`	Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs. Int. J. Comput. Vis. Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan D. Wegner, Konrad Schindler
2020	J	`jnl`	PREDATOR: Registration of 3D Point Clouds with Low Overlap. CoRR Shengyu Huang, Zan Gojcic, Mikhail Usvyatsov, Andreas Wieser, Konrad Schindler
2019	A*	`conf`	Visual recognition in the wild by sampling deep similarity functions. ICRA Mikhail Usvyatsov, Konrad Schindler
2019	J	`jnl`	Visual recognition in the wild by sampling deep similarity functions. CoRR Mikhail Usvyatsov, Konrad Schindler
2018	—	`conf`	Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs. GCPR Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan Dirk Wegner, Konrad Schindler
2018	J	`jnl`	Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks. CoRR Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan Dirk Wegner, Konrad Schindler