121 citations · 655 across the 44 of their papers we have counts for
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cs.LG2018
Deep Structured Generative Models
Kun Xu, Haoyu Liang, Jun Zhu +2
Deep generative models have shown promising results in generating realistic images, but it is still non-trivial to generate images with complicated structures. The main reason is t…
cs.CV2018
Sparse Adversarial Perturbations for Videos
Xingxing Wei, Jun Zhu, Hang Su
Although adversarial samples of deep neural networks (DNNs) have been intensively studied on static images, their extensions in videos are never explored. Compared with images, att…
cs.CV2018★ 5 cited
Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process
Haosheng Zou, Hang Su, Shihong Song +1
Crowd behavior understanding is crucial yet challenging across a wide range of applications, since crowd behavior is inherently determined by a sequential decision-making process b…