Stepan Tulyakov
Computer Vision And Machine Learning Researcher at Huawei Zurich Research Center
Opfikon, Zurich, Switzerland
Summary
👤
Senior🎓
Top SchoolStepan Tulyakov is a Computer Vision and Machine Learning researcher with a PhD from EPFL and over a decade of hands-on experience building and porting vision algorithms for R&D and real hardware. He has published at ICCV, CVPR and NeurIPS, holds several patents, and specializes in camera calibration, HDR imaging, image fusion, segmentation and stereo reconstruction. Stepan’s work spans unconventional capture systems—including plenoptic, dual-sensor, push-frame satellite, endoscopic and event-based cameras—showing a knack for adapting algorithms to novel sensors. He combines research rigor with pragmatic engineering, optimizing solutions for Android, DSP, GPU and FPGA deployments. Based in Zurich and currently at Huawei Zurich Research Center, he pairs strong academic credentials with production-oriented delivery across industry leaders like Samsung and Amazon.
9 years of coding experience
7 years of employment as a software developer
Master of Science (MS), Computer Vision, GPA 3.98 (out of 4.3), Master of Science (MS), Computer Vision, GPA 3.98 (out of 4.3) at Seoul National UniversityDoctor of Philosophy - PhD, Electrical and Electronics Engineering, Doctor of Philosophy - PhD, Electrical and Electronics Engineering at EPFL (École polytechnique fédérale de Lausanne)Master of Science, Robotics and Automation Engineering, GPA 4.87 (out of 5), degree with honors., Master of Science, Robotics and Automation Engineering, GPA 4.87 (out of 5), degree with honors. at Bauman Moscow State Technical University
Russian, English
Github Skills (25)
python10
machine-learning10
deep-learning10
gpu10
numpy9
stereo9
tensorflow9
neural-network9
gpu-acceleration9
weakly-supervised-learning9
autograd8
supervised-learning8
matching8
acceleration8
tensor8
Programming languages (1)
Github contributions (5)
tlkvstepan/mc-cnn-ws
Aug 2016 - Jan 2018
Contributions:218 commits, 1 PR, 1 push in 1 year 5 months
pytorchreconstructionsupervised-learningsupervisedstereo
tlkvstepan/PracticalDeepStereo_NIPS2018
Oct 2018 - Apr 2019
Contributions:116 commits, 111 pushes, 1 branch in 5 months
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