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Oral
Mon 4:15 A Distributional Approach to Controlled Text Generation
Muhammad Khalifa · Hady Elsahar · Marc Dymetman
Poster
Mon 17:00 Learning Energy-Based Models by Diffusion Recovery Likelihood
Ruiqi Gao · Yang Song · Ben Poole · Yingnian Wu · Durk Kingma
Poster
Tue 1:00 A Distributional Approach to Controlled Text Generation
Muhammad Khalifa · Hady Elsahar · Marc Dymetman
Poster
Tue 9:00 DINO: A Conditional Energy-Based GAN for Domain Translation
Konstantinos Vougioukas · Stavros Petridis · Maja Pantic
Poster
Tue 9:00 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat
Spotlight
Wed 13:28 VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models
Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat
Poster
Thu 1:00 Learning Neural Generative Dynamics for Molecular Conformation Generation
Minkai Xu · Shitong Luo · Yoshua Bengio · Jian Peng · Jian Tang
Poster
Thu 17:00 Learning Energy-Based Generative Models via Coarse-to-Fine Expanding and Sampling
Yang Zhao · Jianwen Xie · Ping Li
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
Thu 17:00 Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models
Mitchell Hill · Jonathan Mitchell · Song-Chun Zhu
Workshop
Fri 5:50 Energy-Based Models: Current Perspectives, Challenges, and Opportunities
Marc Dymetman · Adji Bousso Dieng · Hady Elsahar · Igor Mordatch · Marc'Aurelio Ranzato