12 citations · 31 across the 12 of their papers we have counts for
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3 papers · 1 filter
cs.LG2020★ 3 cited
Interpreting Robust Optimization via Adversarial Influence Functions
Zhun Deng, Cynthia Dwork, Jialiang Wang +1
Robust optimization has been widely used in nowadays data science, especially in adversarial training. However, little research has been done to quantify how robust optimization ch…
cs.CV2020★ 7 cited
Improving Deep Stereo Network Generalization with Geometric Priors
Jialiang Wang, Varun Jampani, Deqing Sun +3
End-to-end deep learning methods have advanced stereo vision in recent years and obtained excellent results when the training and test data are similar. However, large datasets of…
cs.CV2020★ 1 cited
Level Set Stereo for Cooperative Grouping with Occlusion
Jialiang Wang, Todd Zickler
Localizing stereo boundaries is difficult because matching cues are absent in the occluded regions that are adjacent to them. We introduce an energy and level-set optimizer that im…