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Edward Yang

2 accepted papers

2022

ActiveZero: Mixed Domain Learning for Active Stereovision With Zero Annotation

CVPR 2022poster

Traditional depth sensors generate accurate real world depth estimates that surpass even the most advanced learning approaches trained only on simulation domains. Since ground truth depth is readily available in the simulation domain but quite difficult to obtain in the real domain, we propose a met…

Cited by 8PDFcodeScholar
2019

PyTorch: An Imperative Style, High-Performance Deep Learning Library

NeurIPS 2019poster

Deep learning frameworks have often focused on either usability or speed, but not both. PyTorch is a machine learning library that shows that these two goals are in fact compatible: it was designed from first principles to support an imperative and Pythonic programming style that supports code as a…