3 papers
cs.AI2018
BlockPuzzle - A Challenge in Physical Reasoning and Generalization for Robot Learning
Yixiu Zhao, Ziyin Liu
In this work we propose a novel task framework under which a variety of physical reasoning puzzles can be constructed using very simple rules. Under sparse reward settings, most of…
q-bio.QM2018
An integration of fast alignment and maximum-likelihood methods for electron subtomogram averaging and classification
Yixiu Zhao, Xiangrui Zeng, Qiang Guo +1
Motivation: Cellular Electron CryoTomography (CECT) is an emerging 3D imaging technique that visualizes subcellular organization of single cells at submolecular resolution and in n…
cs.IT2018
"Dependency Bottleneck" in Auto-encoding Architectures: an Empirical Study
Denny Wu, Yixiu Zhao, Yao-Hung Hubert Tsai +2
Recent works investigated the generalization properties in deep neural networks (DNNs) by studying the Information Bottleneck in DNNs. However, the mea- surement of the mutual info…