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Workshop
Sat 7:15 "Latent Space Optimization with Deep Generative Models"
Jose Miguel Hernandez-Lobato
Poster
Thu 7:00 Multi-Objective Molecule Generation using Interpretable Substructures
Wengong Jin · Regina Barzilay · Tommi Jaakkola
Poster
Wed 8:00 Undirected Graphical Models as Approximate Posteriors
Arash Vahdat · Evgeny Andriyash · William Macready
Poster
Thu 9:00 WaveFlow: A Compact Flow-based Model for Raw Audio
Wei Ping · Kainan Peng · Kexin Zhao · Zhao Song
Poster
Wed 8:00 Optimal transport mapping via input convex neural networks
Ashok Vardhan Makkuva · Amirhossein Taghvaei · Sewoong Oh · Jason Lee
Poster
Tue 18:00 Intrinsic Reward Driven Imitation Learning via Generative Model
Xingrui Yu · Yueming LYU · Ivor Tsang
Poster
Wed 10:00 Hypernetwork approach to generating point clouds
Przemysław Spurek · Sebastian Winczowski · Jacek Tabor · Maciej Zamorski · Maciej Zieba · Tomasz Trzcinski
Poster
Thu 8:00 Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems
Zhe Dong · Bryan Seybold · Kevin Murphy · Hung Bui
Poster
Wed 5:00 Hierarchical Generation of Molecular Graphs using Structural Motifs
Wengong Jin · Regina Barzilay · Tommi Jaakkola
Poster
Wed 10:00 Learning Calibratable Policies using Programmatic Style-Consistency
Eric Zhan · Albert Tseng · Yisong Yue · Adith Swaminathan · Matthew Hausknecht
Poster
Thu 6:00 Robustifying Sequential Neural Processes
Jaesik Yoon · Gautam Singh · Sungjin Ahn
Workshop
Poster presentation: Deep Generative Video Compression with Temporal Autoregressive Transforms
Invertible Workshop INNF