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Spotlight
Thu 21:18 MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
Yutong Xie · Chence Shi · Hao Zhou · Yuwei Yang · Weinan Zhang · Yong Yu · Lei Li
Poster
Mon 17:00 Learning Energy-Based Models by Diffusion Recovery Likelihood
Ruiqi Gao · Yang Song · Ben Poole · Yingnian Wu · Durk Kingma
Poster
Thu 17:00 MARS: Markov Molecular Sampling for Multi-objective Drug Discovery
Yutong Xie · Chence Shi · Hao Zhou · Yuwei Yang · Weinan Zhang · Yong Yu · Lei Li
Poster
Wed 9:00 Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
Maruan Al-Shedivat · Jennifer Gillenwater · Eric P Xing · Afshin Rostamizadeh
Poster
Mon 9:00 Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction
Wei Deng · Qi Feng · Georgios Karagiannis · Guang Lin · Faming Liang
Poster
Tue 9:00 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat
Poster
Thu 17:00 No MCMC for me: Amortized sampling for fast and stable training of energy-based models
Will Grathwohl · Jacob Kelly · Milad Hashemi · Mohammad Norouzi · Kevin Swersky · David Duvenaud
Poster
Tue 1:00 Generalized Energy Based Models
Michael Arbel · Liang Zhou · Arthur Gretton
Spotlight
Wed 13:28 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat