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Poster
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Wed 17:00
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Multi-mapping Image-to-Image Translation via Learning Disentanglement
Xiaoming Yu · Yuanqi Chen · Shan Liu · Thomas Li · Ge Li
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Poster
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Tue 10:45
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A Little Is Enough: Circumventing Defenses For Distributed Learning
Moran Baruch · Gilad Baruch · Yoav Goldberg
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Poster
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Thu 10:45
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Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness
Fanny Yang · Zuowen Wang · Christina Heinze-Deml
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Poster
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Wed 10:45
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Progressive Augmentation of GANs
Dan Zhang · Anna Khoreva
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Poster
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Thu 17:00
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Nonparametric Density Estimation & Convergence Rates for GANs under Besov IPM Losses
Ananya Uppal · Shashank Singh · Barnabas Poczos
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Poster
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Thu 10:45
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A Fourier Perspective on Model Robustness in Computer Vision
Dong Yin · Raphael Gontijo Lopes · Jonathon Shlens · Ekin Dogus Cubuk · Justin Gilmer
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Poster
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Thu 10:45
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Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling
Qitian Wu · Zixuan Zhang · Xiaofeng Gao · Junchi Yan · Guihai Chen
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Poster
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Tue 10:45
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Likelihood-Free Overcomplete ICA and Applications In Causal Discovery
Chenwei DING · Mingming Gong · Kun Zhang · Dacheng Tao
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Poster
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Wed 17:00
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Exponential Family Estimation via Adversarial Dynamics Embedding
Bo Dai · Zhen Liu · Hanjun Dai · Niao He · Arthur Gretton · Le Song · Dale Schuurmans
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Poster
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Thu 17:00
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Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test
Lizhong Ding · Mengyang Yu · Li Liu · Fan Zhu · Yong Liu · Yu Li · Ling Shao
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Poster
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Tue 10:45
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On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems
Baekjin Kim · Ambuj Tewari
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Poster
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Wed 17:00
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Learning Mixtures of Plackett-Luce Models from Structured Partial Orders
Zhibing Zhao · Lirong Xia
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