387 citations · 2k across the 64 of their papers we have counts for
5 papers · 1 filter
Adversarial Margin Maximization Networks
Ziang Yan, Yiwen Guo, Changshui Zhang
The tremendous recent success of deep neural networks (DNNs) has sparked a surge of interest in understanding their predictive ability. Unlike the human visual system which is able…
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues
Xintong Yu, Hongming Zhang, Yangqiu Song +2
Grounding a pronoun to a visual object it refers to requires complex reasoning from various information sources, especially in conversational scenarios. For example, when people in…
Self-reinforcing Unsupervised Matching
Jiang Lu, Lei Li, Changshui Zhang
Remarkable gains in deep learning usually rely on tremendous supervised data. Ensuring the modality diversity for one object in training set is critical for the generalization of c…
Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks
Ziang Yan, Yiwen Guo, Changshui Zhang
Unlike the white-box counterparts that are widely studied and readily accessible, adversarial examples in black-box settings are generally more Herculean on account of the difficul…
Deep Likelihood Network for Image Restoration with Multiple Degradation Levels
Yiwen Guo, Ming Lu, Wangmeng Zuo +2
Convolutional neural networks have been proven effective in a variety of image restoration tasks. Most state-of-the-art solutions, however, are trained using images with a single p…