Tatsunori Taniai
Senior Researcher at OMRON SINIC X
Chiyoda, Japan
Summary
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Senior🎓
Top SchoolTatsunori Taniai is a Senior Researcher at OMRON SINIC X in Tokyo with 11 years of experience bridging deep learning and classical scientific modeling. He develops principled AI methods that inject physical and mathematical structure into neural models, with notable work on atomic system simulation and 3D geometry that earned papers at ICLR, ICML, CVPR and TPAMI. A former RIKEN postdoc and The University of Tokyo PhD, he combines strong CUDA/PyTorch engineering with academic rigor and multiple first-author publications. His track record includes industry research internships (Microsoft Research) and translating theory into high-performance implementations, reflecting a rare mix of theoretical insight and production-oriented optimization.
10 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Information Science and Technology, Doctor of Philosophy (Ph.D.), Information Science and Technology at 東京大学
English, Japanese
Github Skills (25)
matching10
expansion10
homography10
structure-from-motion10
feature-matching10
stereo10
inverse5
renderer3
rendering3
siggraph2
machine-learning2
computational-chemistry2
drug-discovery2
3d-graphics2
propagation2
Programming languages (4)
Github contributions (5)
t-taniai/LocalExpStereo
Aug 2017 - Oct 2021
Continuous 3D Label Stereo Matching using Local Expansion Moves (TPAMI 2018)
Contributions:2 releases, 71 commits, 65 pushes in 4 years 2 months
structure-from-motionmoveshomographyfeature-matchingstereo
t-taniai/SDC_CVPR2015
Jun 2015 - Jun 2015
Contributions:1 release, 16 commits, 16 pushes in 1 day
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