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Poster
Tue 14:00 Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model
Zhisheng Xiao · Tian Han
Poster
Surprise Minimizing Multi-Agent Learning with Energy-based Models
Karush Suri · Xiao Qi Shi · Konstantinos N Plataniotis · Yuri Lawryshyn
Poster
Thu 14:00 HYPRO: A Hybridly Normalized Probabilistic Model for Long-Horizon Prediction of Event Sequences
Siqiao Xue · Xiaoming Shi · James Zhang · Hongyuan Mei
Workshop
Energy-based Modelling for Single-cell Data Annotation
Tianyi Liu · Philip Fradkin · Lazar Atanackovic · Leo J Lee
Poster
Tue 9:00 Learning Neural Set Functions Under the Optimal Subset Oracle
Zijing Ou · Tingyang Xu · Qinliang Su · Yingzhen Li · Peilin Zhao · Yatao Bian
Workshop
Energy based models for tomography of quantum spin-lattice systems
Abhijith Jayakumar · Marc Vuffray · Andrey Lokhov
Workshop
Uncertainty quantification methods for ML-based surrogate models of scientific applications
Kishore Basu · Yujia Hao · Delphine Hintz · Dev Shah · Aaron Palmer · Gurpreet Singh Hora · Darian Nwankwo · Laurent White
Workshop
Potential Energy based Mixture Model for Noisy Label Learning
Zijia Wang · Wenbin Yang · Zhi-Song Liu · Zhen Jia
Panel
Tue 10:45 Panel 1B-4: Video PreTraining (VPT):… & Energy-Based Contrastive Learning…
Beomsu Kim · Bowen Baker
Workshop
Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC
Patrick Emami · Aidan Perreault · Jeffrey Law · David Biagioni · Peter St. John
Poster
Thu 9:00 Energy-Based Contrastive Learning of Visual Representations
Beomsu Kim · Jong Chul Ye
Poster
Tue 14:00 Information-Theoretic GAN Compression with Variational Energy-based Model
Minsoo Kang · Hyewon Yoo · Eunhee Kang · Sehwan Ki · Hyong Euk Lee · Bohyung Han