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Poster
Mon 2:30 Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning
Yatao Bian · Yu Rong · Tingyang Xu · Jiaxiang Wu · Andreas Krause · Junzhou Huang
Poster
Mon 2:30 Variational Neural Cellular Automata
Rasmus Berg Palm · Miguel Gonzalez-Duque · Shyam Sudhakaran · Sebastian Risi
Poster
Mon 10:30 A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model
Jianwen Xie · yaxuan zhu · Jun Li · Ping Li
Poster
Mon 10:30 MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC
Erik Nijkamp · Ruiqi Gao · Pavel Sountsov · Srinivas Vasudevan · Bo Pang · Song-Chun Zhu · Yingnian Wu
Poster
Mon 18:30 A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training
Yifei Wang · Yisen Wang · Jiansheng Yang · Zhouchen Lin
Poster
Tue 10:30 Improving Mutual Information Estimation with Annealed and Energy-Based Bounds
Rob Brekelmans · Sicong(Sheldon) Huang · Marzyeh Ghassemi · Greg Ver Steeg · Roger Grosse · Alireza Makhzani
Poster
Tue 10:30 On the Uncomputability of Partition Functions in Energy-Based Sequence Models
Chu-Cheng Lin · Arya McCarthy
Spotlight
Tue 10:30 On the Uncomputability of Partition Functions in Energy-Based Sequence Models
Chu-Cheng Lin · Arya McCarthy
Poster
Wed 10:30 Multimeasurement Generative Models
Saeed Saremi · Rupesh K Srivastava
Poster
Wed 10:30 Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings
Kartik Goyal · Chris Dyer · Taylor Berg-Kirkpatrick
Workshop
Fri 12:45 Physics-informed deep neural network for rigid-body protein docking
Freyr Sverrisson · Jean Feydy · Joshua Southern · Michael Bronstein · Bruno Correia
Workshop
Deep Learning Model for Flexible and Efficient Protein-Ligand Docking
Matthew Masters · Amr Mahmoud · Yao Wei · Markus Lill