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Poster
Thu 9:00 Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
Rafael Valle · Kevin J Shih · Ryan Prenger · Bryan Catanzaro
Poster
Thu 1:00 Learning Neural Generative Dynamics for Molecular Conformation Generation
Minkai Xu · Shitong Luo · Yoshua Bengio · Jian Peng · Jian Tang
Poster
Tue 1:00 IDF++: Analyzing and Improving Integer Discrete Flows for Lossless Compression
Rianne van den Berg · Alexey Gritsenko · Mostafa Dehghani · Casper S√łnderby · Tim Salimans
Poster
Tue 17:00 Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization
Chin-Wei Huang · Tian Qi Chen · Christos Tsirigotis · Aaron Courville
Poster
Wed 9:00 Generative Time-series Modeling with Fourier Flows
Ahmed Alaa · Alex Chan · Mihaela van der Schaar
Poster
Tue 9:00 Decoupling Global and Local Representations via Invertible Generative Flows
Xuezhe Ma · Xiang Kong · Shanghang Zhang · Eduard H Hovy
Poster
Mon 1:00 Implicit Normalizing Flows
Cheng Lu · Jianfei Chen · Chongxuan Li · Qiuhao Wang · Jun Zhu
Poster
Thu 1:00 Categorical Normalizing Flows via Continuous Transformations
Phillip Lippe · Efstratios Gavves
Spotlight
Wed 5:45 Implicit Normalizing Flows
Cheng Lu · Jianfei Chen · Chongxuan Li · Qiuhao Wang · Jun Zhu
Poster
Tue 1:00 Refining Deep Generative Models via Discriminator Gradient Flow
Abdul Fatir Ansari · Ming Liang Ang · Harold Soh