Papers
Learning (from) Deep Hierarchical Structure among Features
Yu Zhang, Lei Han
Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification
Yingxue Zhang, Soumyasundar Pal, Mark Coates et al.
CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features
Yao Zhang, Wen-Ping Fan, Xuan Wu et al.
Hashtag Recommendation for Photo Sharing Services
Suwei Zhang, Yuan Yao, Feng Xu et al.
QUOTA: The Quantile Option Architecture for Reinforcement Learning
Shangtong Zhang, Hengshuai Yao
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
Shangtong Zhang, Hengshuai Yao
Learning to Communicate and Solve Visual Blocks-World Tasks
Qi Zhang, Richard Lewis, Satinder Singh et al.
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification
Kai Zhang, Hefu Zhang, Qi Liu et al.
A Powerful Global Test Statistic for Functional Statistical Inference
Jingwen Zhang, Joseph Ibrahim, Tengfei Li et al.
RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications
Huan Zhang, Pengchuan Zhang, Cho-Jui Hsieh
Learning Set Functions with Limited Complementarity
Hanrui Zhang
Active Mini-Batch Sampling Using Repulsive Point Processes
Cheng Zhang, Cengiz Öztireli, Stephan Mandt et al.
Partially Observable Multi-Sensor Sequential Change Detection: A Combinatorial Multi-Armed Bandit Approach
Chen Zhang, Steven C.H. Hoi
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition
Biqiao Zhang, Yuqing Kong, Georg Essl et al.
Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods
Hao Yuan, Yongjun Chen, Xia Hu et al.
Multi-Order Attentive Ranking Model for Sequential Recommendation
Lu Yu, Chuxu Zhang, Shangsong Liang et al.
Network Recasting: A Universal Method for Network Architecture Transformation
Joonsang Yu, Sungbum Kang, Kiyoung Choi
Iterative Classroom Teaching
Teresa Yeo, Parameswaran Kamalaruban, Adish Singla et al.
Balanced Sparsity for Efficient DNN Inference on GPU
Zhuliang Yao, Shijie Cao, Wencong Xiao et al.
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
Huaxiu Yao, Xianfeng Tang, Hua Wei et al.
Learning Personalized Attribute Preference via Multi-Task AUC Optimization
Zhiyong Yang, Qianqian Xu, Xiaochun Cao et al.
Deep Robust Unsupervised Multi-Modal Network
Yang Yang, Yi-Feng Wu, De-Chuan Zhan et al.
Unsupervised Fake News Detection on Social Media: A Generative Approach
Shuo Yang, Kai Shu, Suhang Wang et al.