Z
Zhuang Liu
Researcher at University of California, Berkeley
Publications - 53
Citations - 39804
Zhuang Liu is an academic researcher from University of California, Berkeley. The author has contributed to research in topics: Computer science & Artificial neural network. The author has an hindex of 25, co-authored 42 publications receiving 23096 citations. Previous affiliations of Zhuang Liu include Tsinghua University & Intel.
Papers
More filters
Appendix: A ConvNet for the 2020s
TL;DR: ConvNeXts’ ImageNet-1K training and Image net-22K pre-training settings are provided, except EMA is disabled, as the authors find using EMA severely hurts models with BatchNorm layers.
Proceedings Article
Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
TL;DR: In this article, Li et al. presented the first comprehensive study of regularization techniques with multiple policy optimization algorithms on continuous control tasks and found that regularization on the policy networks can often bring large improvement, especially on harder tasks.
Posted Content
Confidence Adaptive Anytime Pixel-Level Recognition.
TL;DR: In this article, a cascade of "exits" is attached to the model to make multiple predictions and direct further computation, and a novel spatially adaptive approach is developed to avoid further computation on regions where early predictions are already sufficiently confident.