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Poster
Thu 16:30 Explaining the effects of non-convergent MCMC in the training of Energy-Based Models
Elisabeth Agoritsas · Giovanni Catania · Aurélien Decelle · Beatriz Seoane
Poster
Wed 17:00 STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning
Souradip Chakraborty · Amrit Bedi · Alec Koppel · Mengdi Wang · Furong Huang · Dinesh Manocha
Workshop
Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models
Sanghyun Kim · Seohyeon Jung · Balhae Kim · Moonseok Choi · Jinwoo Shin · Juho Lee
Workshop
Conditional Diffusion Replay for Continual Learning in Medical Settings
Yewon Byun · Saurabh Garg · Sanket Vaibhav Mehta · Praveer Singh · Jayashree Kalpathy-cramer · Bryan Wilder · Zachary Lipton
Workshop
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons
Rasmus Kjær Høier · D. Staudt · Christopher Zach
Workshop
Knowledge-Guided Additive Modeling For Supervised Regression
Yann Claes · Van Anh Huynh-Thu · Pierre Geurts
Poster
Thu 16:30 DeSRA: Detect and Delete the Artifacts of GAN-based Real-World Super-Resolution Models
Liangbin Xie · Xintao Wang · Xiangyu Chen · Gen Li · Ying Shan · Jiantao Zhou · Chao Dong
Workshop
On a Connection between Differential Games, Optimal Control, and Energy-based Models for Multi-Agent Interactions
Christopher Diehl · Tobias Klosek · Martin Krueger · Nils Murzyn · Torsten Bertram
Poster
Tue 14:00 On Investigating the Conservative Property of Score-Based Generative Models
Chen-Hao Chao · Wei-Fang Sun · Bo-Wun Cheng · Chun-Yi Lee
Poster
Tue 17:00 Investigating the Role of Model-Based Learning in Exploration and Transfer
Jacob C Walker · Eszter Vértes · Yazhe Li · Gabriel Dulac-Arnold · Ankesh Anand · Theophane Weber · Jessica Hamrick
Workshop
Energy-Based Learning Algorithms: A Comparative Study
Benjamin Scellier · Maxence Ernoult · Jack Kendall · Suhas Kumar
Workshop
Fri 13:10 Evading Black-box Classifiers Without Breaking Eggs
Edoardo Debenedetti · Nicholas Carlini · Florian Tramer