79 citations · 160 across the 13 of their papers we have counts for
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cs.CV2020★ 2 cited
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss
Yang Li, Shichao Kan, Zhihai He
Existing approaches for unsupervised metric learning focus on exploring self-supervision information within the input image itself. We observe that, when analyzing images, human ey…
cs.CV2020★ 1 cited
Ensemble Generative Cleaning with Feedback Loops for Defending Adversarial Attacks
Jianhe Yuan, Zhihai He
Effective defense of deep neural networks against adversarial attacks remains a challenging problem, especially under powerful white-box attacks. In this paper, we develop a new me…
cs.CV2020★ 5 cited
Reciprocal Learning Networks for Human Trajectory Prediction
Hao Sun, Zhiqun Zhao, Zhihai He
We observe that the human trajectory is not only forward predictable, but also backward predictable. Both forward and backward trajectories follow the same social norms and obey th…