Papers
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization
Qi Zhou, HouQiang Li, Jie Wang
A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits
Huozhi Zhou, Lingda Wang, Lav Varshney et al.
An Annotation Sparsification Strategy for 3D Medical Image Segmentation via Representative Selection and Self-Training
Hao Zheng, Yizhe Zhang, Lin Yang et al.
Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers
Ya Zhao, Rui Xu, Xinchao Wang et al.
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent
Pu Zhao, Pin-yu Chen, Siyue Wang et al.
Bridging Maximum Likelihood and Adversarial Learning via α-Divergence
Miaoyun Zhao, Yulai Cong, Shuyang Dai et al.
Hypergraph Label Propagation Network
Yubo Zhang, Nan Wang, Yufeng Chen et al.
Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation
Yixin Zhang, Zilei Wang
An Ordinal Data Clustering Algorithm with Automated Distance Learning
Yiqun Zhang, Yiu-ming Cheung
Local Regularizer Improves Generalization
Yikai Zhang, Hui Qu, Dimitris Metaxas et al.
Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data
Xuchao Zhang, Xian Wu, Fanglan Chen et al.
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network
Xuchao Zhang, Yifeng Gao, Jessica Lin et al.
Adaptive Double-Exploration Tradeoff for Outlier Detection
Xiaojin Zhang, Honglei Zhuang, Shengyu Zhang et al.
AutoShrink: A Topology-Aware NAS for Discovering Efficient Neural Architecture
Tunhou Zhang, Hsin-Pai Cheng, Zhenwen Li et al.
Optimal Margin Distribution Learning in Dynamic Environments
Teng Zhang, Peng Zhao, Hai Jin
Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset
Ruohan Zhang, Calen Walshe, Zhuode Liu et al.
Variational Inference for Sparse Gaussian Process Modulated Hawkes Process
Rui Zhang, Christian Walder, Marian-Andrei Rizoiu
High Performance Depthwise and Pointwise Convolutions on Mobile Devices
Pengfei Zhang, Eric Lo, Baotong Lu
Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal
Li Zhang, Xin Li, Sen Chen et al.
Policy Search by Target Distribution Learning for Continuous Control
Chuheng Zhang, Yuanqi Li, Jian Li
Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior
Chenguang Zhang, Yuexian Hou, Yan Zhang
CD-UAP: Class Discriminative Universal Adversarial Perturbation
Chaoning Zhang, Philipp Benz, Tooba Imtiaz et al.
Aggregated Gradient Langevin Dynamics
Chao Zhang, Jiahao Xie, Zebang Shen et al.