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Jia-Yau Shiau's Projects

6d_rot_tensorflow icon 6d_rot_tensorflow

6D rotation representation ("On the Continuity of Rotation Representations in Neural Networks") for tensorflow

awd-lstm-tensorflow icon awd-lstm-tensorflow

AWD-LSTM from "Regularizing and Optimizing LSTM Language Models" with training-award quantization support for tensorflow.

hydra icon hydra

Hydra is a framework for elegantly configuring complex applications

lookahead_tensorflow icon lookahead_tensorflow

Lookahead optimizer ("Lookahead Optimizer: k steps forward, 1 step back") for tensorflow

ood_confidence_tensorflow icon ood_confidence_tensorflow

Here is an unofficial implementation of "Learning Confidence for Out-of-Distribution Detection in Neural Networks"

sam-tf2 icon sam-tf2

SAM (Sharpness-Aware Optimization) in Tensorflow 2.0+, unofficial implementation.

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