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45 Results

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Poster
Thu 16:30 Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation
Qianru Zhang · Chao Huang · Lianghao Xia · Zheng Wang · Siu Ming Yiu · Ruihua Han
Workshop
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons
Rasmus Kjær Høier · D. Staudt · Christopher Zach
Poster
Wed 14:00 Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective
Liangliang Shi · Gu Zhang · Haoyu Zhen · Jintao Fan · Junchi Yan
Poster
Wed 17:00 Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning
Cheng Lu · Huayu Chen · Jianfei Chen · Hang Su · Chongxuan Li · Jun Zhu
Poster
Wed 14:00 ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
Wang Zhang · Lily Weng · Subhro Das · Alexandre Megretsky · Luca Daniel · Lam Nguyen
Poster
Tue 17:00 SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
Iris Huijben · Arthur A. Nijdam · Sebastiaan Overeem · Merel Van Gilst · Ruud J. G. van Sloun
Workshop
Energy-Based Learning Algorithms: A Comparative Study
Benjamin Scellier · Maxence Ernoult · Jack Kendall · Suhas Kumar
Workshop
Three Towers: Flexible Contrastive Learning with Pretrained Image Models
Jannik Kossen · Mark Collier · Basil Mustafa · Xiao Wang · Xiaohua Zhai · Lucas Beyer · Andreas Steiner · Jesse Berent · Rodolphe Jenatton · Efi Kokiopoulou
Poster
Thu 13:30 Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
Zekun Qi · Runpei Dong · Guofan Fan · Zheng Ge · Xiangyu Zhang · Kaisheng Ma · Li Yi