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Oral
Tue 3:00 End-to-end Adversarial Text-to-Speech
Jeff Donahue · Sander Dieleman · Mikolaj Binkowski · Erich Elsen · Karen Simonyan
Poster
Wed 1:00 Gradient Origin Networks
Sam Bond-Taylor · Chris G Willcocks
Poster
Thu 17:00 Distributional Sliced-Wasserstein and Applications to Generative Modeling
Khai Nguyen · Nhat Ho · Tung Pham · Hung Bui
Poster
Wed 17:00 Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
Sharon Zhou · Eric Zelikman · Fred Lu · Andrew Ng · Gunnar E Carlsson · Stefano Ermon
Workshop
Fri 12:32 Invited Talk Live: Generative Modeling by Estimating Gradients of the Data Distribution (Live Q/A at the end)
Stefano Ermon
Spotlight
Thu 21:28 Distributional Sliced-Wasserstein and Applications to Generative Modeling
Khai Nguyen · Nhat Ho · Tung Pham · Hung Bui
Poster
Wed 17:00 DiffWave: A Versatile Diffusion Model for Audio Synthesis
Zhifeng Kong · Wei Ping · Jiaji Huang · Kexin Zhao · Bryan Catanzaro
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 1:00 Relating by Contrasting: A Data-efficient Framework for Multimodal Generative Models
Yuge Shi · Brooks Paige · Philip Torr · Siddharth N
Oral
Thu 13:00 DiffWave: A Versatile Diffusion Model for Audio Synthesis
Zhifeng Kong · Wei Ping · Jiaji Huang · Kexin Zhao · Bryan Catanzaro
Poster
Wed 1:00 CoCon: A Self-Supervised Approach for Controlled Text Generation
Alvin Chan · Yew-Soon Ong · Bill Pung · Aston Zhang · Jie Fu
Poster
Tue 1:00 Capturing Label Characteristics in VAEs
Tom Joy · Sebastian Schmon · Philip Torr · Siddharth N · Tom Rainforth