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Search All 2022 Events
62 Results
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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
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
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
Poster
Mon 18:30
Equivariant Transformers for Neural Network based Molecular Potentials
Philipp Thölke · Gianni De Fabritiis
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