Anton Obukhov


I am a Ph.D. candidate at the Computer Vision Lab of ETH Zurich, under the supervision of Prof. Luc Van Gool. I am broadly interested in Computer Vision and Machine Learning research. I particularly enjoy solving complex problems requiring both a scientific approach and rigorous engineering. Before going back to school, I spent a decade working in the industry: I helped NVIDIA revolutionize parallel computations with NVIDIA CUDA technology and later joined Ubiquiti Networks to build multiple video camera products.


Spectral Tensor Train Parameterization of Deep Learning Layers

Anton Obukhov · Maxim Rakhuba · Alexander Liniger · Zhiwu Huang · Stamatios Georgoulis · Dengxin Dai · Luc Van Gool

International Conference on Artificial Intelligence and Statistics (AISTATS) 2021

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Exploring Relational Context for Multi-Task Dense Prediction

David Bruggemann · Menelaos Kanakis · Anton Obukhov · Stamatios Georgoulis · Luc Van Gool

International Conference on Computer Vision (ICCV) 2021

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Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation

Suman Saha · Anton Obukhov · Danda Pani Paudel · Menelaos Kanakis · Yuhua Chen · Stamatios Georgoulis · Luc Van Gool

Conference on Computer Vision and Pattern Recognition (CVPR) 2021

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Reparameterizing Convolutions for Incremental Multi-Task Learning Without Task Interference

Menelaos Kanakis · David Bruggemann · Suman Saha · Stamatios Georgoulis · Anton Obukhov · Luc Van Gool

European Conference on Computer Vision (ECCV) 2020

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T-Basis: a Compact Representation for Neural Networks

Anton Obukhov · Maxim Rakhuba · Stamatios Georgoulis · Menelaos Kanakis · Dengxin Dai · Luc Van Gool

International Conference on Machine Learning (ICML) 2020

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Haar Classifiers for Object Detection with CUDA

Anton Obukhov

GPU Computing Gems Emerald Edition 2011

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Discrete Cosine Transform for 8x8 Blocks with CUDA

Anton Obukhov · Alexander Kharlamov