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Affinity Workshop
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Mon 9:45
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Breakout Session 3.8: Optimization Challenges of Generative Adversarial Networks
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Poster
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Thu 17:00
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Representation Learning via Adversarially-Contrastive Optimal Transport
Anoop Cherian · Shuchin Aeron
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Workshop
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Fri 8:15
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Capsule Networks: A Generative Probabilistic Perspective
Lewis Smith
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Workshop
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Fri 8:25
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Generative Adversarial Set Transformers
Karl Stelzner
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Poster
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Tue 8:00
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Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate
Yufeng Zhang · Qi Cai · Zhuoran Yang · Zhaoran Wang
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Poster
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Tue 9:00
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Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning
Sang-Hyun Lee · Seung-Woo Seo
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Workshop
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Sat 7:30
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Invited talk 5: Adversarial Learning of Prescribed Generative Models
Adji Bousso Dieng
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Workshop
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Fri 1:30
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Adversarial representation learning for private speech generation
David Ericsson
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Poster
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Wed 10:00
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NetGAN without GAN: From Random Walks to Low-Rank Approximations
Luca Rendsburg · Holger Heidrich · Ulrike von Luxburg
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Workshop
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(#8 / Sess. 2) Practical Adversarial Attacks on Graph Neural Networks
Shuangrui Ding
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Poster
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Thu 6:00
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Bridging the Gap Between f-GANs and Wasserstein GANs
Jiaming Song · Stefano Ermon
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Poster
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Thu 7:00
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Understanding and Stabilizing GANs' Training Dynamics Using Control Theory
Kun Xu · Chongxuan Li · Jun Zhu · Bo Zhang
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