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

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

Wed 10:30

Multimeasurement Generative Models
Saeed Saremi · Rupesh K Srivastava

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

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

Wed 18:30

Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty
Jeff Willette · Hae Beom Lee · Juho Lee · Sung Ju Hwang

Poster

Tue 18:30

Pareto Policy Pool for Model-based Offline Reinforcement Learning
Yijun Yang · Jing Jiang · Tianyi Zhou · Jie Ma · Yuhui Shi

Spotlight

Tue 10:30

On the Uncomputability of Partition Functions in Energy-Based Sequence Models
Chu-Cheng Lin · Arya McCarthy

Poster

Tue 10:30

On the Uncomputability of Partition Functions in Energy-Based Sequence Models
Chu-Cheng Lin · Arya McCarthy

Poster

Tue 2:30

Explainable GNN-Based Models over Knowledge Graphs
David Jaime Tena Cucala · Bernardo Grau · Egor Kostylev · Boris Motik

Workshop

Score-Based Generative Models for Wireless Channel Modeling and Estimation
Marius Arvinte · Jonathan Tamir

Spotlight

Mon 18:30

Equivariant Transformers for Neural Network based Molecular Potentials
Philipp Thölke · Gianni De Fabritiis