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347 Results
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Poster
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Thu 8:45 |
DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening Bowen Gao · Bo Qiang · Haichuan Tan · Yinjun Jia · Minsi Ren · Minsi Lu · Jingjing Liu · Wei-Ying Ma · Yanyan Lan |
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Poster
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Thu 8:45 |
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL Chen Sun · Wannan Yang · Thomas Jiralerspong · Dane Malenfant · Benjamin Alsbury-Nealy · Yoshua Bengio · Blake Richards |
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Workshop
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Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data Chongyi Zheng · Benjamin Eysenbach · Homer Walke · Patrick Yin · Kuan Fang · Russ Salakhutdinov · Sergey Levine |
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Workshop
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Stabilizing Contrastive RL: Techniques for Robotic Goal Reaching from Offline Data Chongyi Zheng · Benjamin Eysenbach · Homer Walke · Patrick Yin · Kuan Fang · Russ Salakhutdinov · Sergey Levine |
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Poster
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Thu 8:45 |
Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning Ronald Xie · Kuan Pang · Sai Chung · Catia Perciani · Sonya MacParland · Bo Wang · Gary Bader |
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Workshop
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Event-Based Contrastive Learning for Medical Time Series Hyewon Jeong · Nassim Oufattole · Aparna Balagopalan · Matthew McDermott · Payal Chandak · Marzyeh Ghassemi · Collin Stultz |
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Poster
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Tue 15:15 |
Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals Tingting Dan · Jiaqi Ding · Ziquan Wei · Shahar Kovalsky · Minjeong Kim · Won Hwa Kim · Guorong Wu |
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Workshop
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Event-Based Contrastive Learning for Medical Time Series Hyewon Jeong · Nassim Oufattole · Aparna Balagopalan · Matthew McDermott · Payal Chandak · Marzyeh Ghassemi · Collin Stultz |
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Poster
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Wed 15:00 |
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning Haiteng Zhao · Shengchao Liu · Ma Chang · Hannan Xu · Jie Fu · Zhihong Deng · Lingpeng Kong · Qi Liu |
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Poster
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Wed 8:45 |
Does Invariant Graph Learning via Environment Augmentation Learn Invariance? Yongqiang Chen · Yatao Bian · Kaiwen Zhou · Binghui Xie · Bo Han · James Cheng |
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Poster
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Wed 8:45 |
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion Anders Nørskov · Alexander Neergaard Zahid · Morten Mørup |
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Poster
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Wed 8:45 |
CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning Charles Guille-Escuret · Pau Rodriguez · David Vazquez · Ioannis Mitliagkas · Joao Monteiro |