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23 Results
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Workshop
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Learning protein family manifolds with smoothed energy-based models Nathan Frey · Dan Berenberg · Joseph Kleinhenz · Isidro Hotzel · Julien Lafrance-Vanasse · Ryan Kelly · Yan Wu · Arvind Rajpal · Stephen Ra · Richard Bonneau · Kyunghyun Cho · Andreas Loukas · Vladimir Gligorijevic · Saeed Saremi |
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Workshop
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Fri 10:00 |
FlexVDW: A machine learning approach to account for protein flexibility in ligand docking Patricia Suriana · Joseph Paggi · Ron Dror |
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Poster
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Tue 7:30 |
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking Gabriele Corso · Hannes Stärk · Bowen Jing · Regina Barzilay · Tommi Jaakkola |
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Poster
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Tue 7:30 |
A Graph Neural Network Approach to Automated Model Building in Cryo-EM Maps Kiarash Jamali · Dari Kimanius · Sjors Scheres |
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Poster
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Mon 7:30 |
Protein Representation Learning by Geometric Structure Pretraining Zuobai Zhang · Minghao Xu · Arian Jamasb · Vijil Chenthamarakshan · Aurelie Lozano · Payel Das · Jian Tang |
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Poster
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Mon 7:30 |
Uni-Mol: A Universal 3D Molecular Representation Learning Framework Gengmo Zhou · Zhifeng Gao · Qiankun Ding · Hang Zheng · Hongteng Xu · Zhewei Wei · Linfeng Zhang · Guolin Ke |
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Poster
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Mon 2:30 |
Matching receptor to odorant with protein language and graph neural networks Matej Hladiš · Maxence Lalis · Sébastien Fiorucci · Jérémie Topin |
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Poster
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Mon 7:30 |
Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem Brian Trippe · Jason Yim · Doug Tischer · David Baker · Tamara Broderick · Regina Barzilay · Tommi Jaakkola |
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Workshop
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Fri 10:00 |
LEARNING PROTEIN FAMILY MANIFOLDS WITH SMOOTHED ENERGY-BASED MODELS Nathan Frey · Dan Berenberg · Joseph Kleinhenz · Stephen Ra · Isidro Hotzel · Julien Lafrance-Vanasse · Ryan Kelly · Yan Wu · Arvind Rajpal · Richard Bonneau · Kyunghyun Cho · Andreas Loukas · Vladimir Gligorijevic · Saeed Saremi |
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Poster
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Mon 2:30 |
Multimodal Federated Learning via Contrastive Representation Ensemble Qiying Yu · Yang Liu · Yimu Wang · Ke Xu · Jingjing Liu |
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Poster
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Multi-level Protein Structure Pre-training via Prompt Learning Zeyuan Wang · Qiang Zhang · Shuang-Wei HU · Haoran Yu · Xurui Jin · Zhichen Gong · Huajun Chen |