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15 Results
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Workshop
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Sat 2:15 |
Invited: Simulation Free Generative Models for Protein Structures, Single-Cell RNA, DNA sequences and Beyond! Joey Bose |
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Scalable unsupervised alignment of metric and nonmetric structures Sanketh Vedula · Valentino Maiorca · Lorenzo Basile · Francesco Locatello · Alexander Bronstein |
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Pre-training of Single-cell Language Models through Genetic Pathway Learning Xuxi Chen · Zhangyang “Atlas” Wang · Marinka Zitnik · Manolis Kellis · Tianlong Chen |
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scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data Moritz Vandenhirtz · Florian Barkmann · Laura Manduchi · Valentina Boeva · Julia Vogt |
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scTree: Discovering Cellular Hierarchies in the Presence of Batch Effects in scRNA-seq Data Moritz Vandenhirtz · Florian Barkmann · Laura Manduchi · Valentina Boeva · Julia Vogt |
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Cross-modality Matching and Prediction of Perturbation Responses with Labeled Gromov-Wasserstein Optimal Transport Jayoung Ryu · Romain Lopez · Charlotte Bunne · Luca Pinello · Aviv Regev |
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Cross-modality Matching and Prediction of Perturbation Responses with Labeled Gromov-Wasserstein Optimal Transport Jayoung Ryu · Romain Lopez · Charlotte Bunne · Luca Pinello · Aviv Regev |
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TarDis: Achieving Robust and Structured Disentanglement of Multiple Covariates Kemal Inecik · Aleyna Kara · Antony Rose · Muzlifah Haniffa · Fabian Theis |
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Deep learning virtual screening with active signature learning improves the identification of small-molecule modulators of complex phenotypes Daniel Burkhardt · Inna Lipchina · Samuel Miller · Benjamin Demeo · Doris Fu · peter holderreith · David Kim · Ishan Gupta · Charlotte Nesbitt · Thomas Pfefer · Raziel Rojas-Rodriguez · Zamanighomi · Mauricio Cortes · Alex Shalek · Fabian Theis |
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Geometry-Aware Autoencoders for Metric Learning and Generative Modeling on Data Manifolds Xingzhi Sun · Danqi Liao · Kincaid Macdonald · Yanlei Zhang · Guillaume Huguet · Guy Wolf · Ian Adelstein · Tim G. J. Rudner · Smita Krishnaswamy |
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Identifying Biological Priors and Structure in Single-Cell Foundation Models Flavia Pedrocchi · Stefan Stark · Gunnar Ratsch · Amir Joudaki |
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Robust Learning of Transfer Functions for Single-Cell Transcriptomics Depth Normalization Da Kuang · Junhyong Kim |