1.2k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Tsinghua UniversityCN67 papers
- Tsinghua–Berkeley Shenzhen InstituteCN23 papers
- Harbin Institute of TechnologyCN10 papers
- Peng Cheng LaboratoryCN6 papers
- University College LondonGB5 papers
- Chinese Academy of SciencesCN4 papers
- Hong Kong University of Science and TechnologyHK4 papers
- Peking UniversityCN4 papers
- University of California San DiegoUS4 papers
- Collaborative Innovation Center of Quantum MatterCN3 papers
- Nankai UniversityCN3 papers
- Shandong UniversityCN3 papers
4 papers · 1 filter
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation
Yiyang Zhang, Feng Liu, Zhen Fang +3
In unsupervised domain adaptation (UDA), classifiers for the target domain are trained with massive true-label data from the source domain and unlabeled data from the target domain…
Prior knowledge distillation based on financial time series
Jie Fang, Jianwu Lin
One of the major characteristics of financial time series is that they contain a large amount of non-stationary noise, which is challenging for deep neural networks. People normall…
Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration
Ming Zhang, Yawei Wang, Xiaoteng Ma +4
The generative adversarial imitation learning (GAIL) has provided an adversarial learning framework for imitating expert policy from demonstrations in high-dimensional continuous t…
--means: A Robust and Stable -means Variant
Yiming Li, Yang Zhang, Qingtao Tang +3
-means algorithm is one of the most classical clustering methods, which has been widely and successfully used in signal processing. However, due to the thin-tailed property of t…