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