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Oral
Wed Jun 12 11:00 AM -- 11:20 AM (PDT) @ Hall A
Sum-of-Squares Polynomial Flow
Priyank Jaini · Kira A. Selby · Yaoliang Yu
Oral
Wed Jun 12 11:20 AM -- 11:25 AM (PDT) @ Hall A
FloWaveNet : A Generative Flow for Raw Audio
Sungwon Kim · Sang-gil Lee · Jongyoon Song · Jaehyeon Kim · Sungroh Yoon
Oral
Wed Jun 12 11:25 AM -- 11:30 AM (PDT) @ Hall A
Are Generative Classifiers More Robust to Adversarial Attacks?
Yingzhen Li · John Bradshaw · Yash Sharma
Oral
Wed Jun 12 11:30 AM -- 11:35 AM (PDT) @ Hall A
A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization
Yucheng Chen · Matus Telgarsky · Chao Zhang · Bolton Bailey · Daniel Hsu · Jian Peng
Oral
Wed Jun 12 11:35 AM -- 11:40 AM (PDT) @ Hall A
Disentangling Disentanglement in Variational Autoencoders
Emile Mathieu · Tom Rainforth · N Siddharth · Yee Whye Teh
Oral
Wed Jun 12 11:40 AM -- 12:00 PM (PDT) @ Hall A
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE
Chao Ma · Sebastian Tschiatschek · Konstantina Palla · Jose Miguel Hernandez-Lobato · Sebastian Nowozin · Cheng Zhang
Oral
Wed Jun 12 12:00 PM -- 12:05 PM (PDT) @ Hall A
A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning
Yoshihiro Nagano · Shoichiro Yamaguchi · Yasuhiro Fujita · Masanori Koyama
Oral
Wed Jun 12 12:05 PM -- 12:10 PM (PDT) @ Hall A
Emerging Convolutions for Generative Normalizing Flows
Emiel Hoogeboom · Rianne Van den Berg · Max Welling
Oral
Wed Jun 12 12:10 PM -- 12:15 PM (PDT) @ Hall A
A Large-Scale Study on Regularization and Normalization in GANs
Karol Kurach · Mario Lucic · Xiaohua Zhai · Marcin Michalski · Sylvain Gelly
Oral
Wed Jun 12 12:15 PM -- 12:20 PM (PDT) @ Hall A
Variational Annealing of GANs: A Langevin Perspective
Chenyang Tao · Shuyang Dai · Liqun Chen · Ke Bai · Junya Chen · Chang Liu · RUIYI (ROY) ZHANG · Georgiy Bobashev · Lawrence Carin