Weinberger, Ethan

9 publications

ICLR 2026 PETRI: Learning Unified Cell Embeddings from Unpaired Modalities via Early-Fusion Joint Reconstruction Ryan W Conrad, Ethan Weinberger, Saradha Venkatachalapathy, Yuwen Chen, Darshini Shah, Bay Johnson, Max R Salick, Vaishaali Natarajan, Emily Fox

NeurIPS 2025 CellCLIP - Learning Perturbation Effects in Cell Painting via Text-Guided Contrastive Learning MingYu Lu, Ethan Weinberger, Chanwoo Kim, Su-In Lee

ICLRW 2025 CellCLIP - Learning Perturbation Effects in Cell Painting via Text-Guided Contrastive Learning MingYu Lu, Ethan Weinberger, Su-In Lee

NeurIPSW 2024 Modeling Variable Guide Efficiency in Pooled CRISPR Screens with ContrastiveVI+ Ethan Weinberger, Tal Aschuach, Ryan Conrad

NeurIPSW 2023 A Deep Generative Model of Single-Cell Methylomic Data Ethan Weinberger, Su-In Lee

NeurIPS 2023 Feature Selection in the Contrastive Analysis Setting Ethan Weinberger, Ian Covert, Su-In Lee

AISTATS 2022 Moment Matching Deep Contrastive Latent Variable Models Ethan Weinberger, Nicasia Beebe-Wang, Su-In Lee

ICLRW 2022 Isolating Salient Variations of Interest in Single-Cell Transcriptomic Data with contrastiveVI Ethan Weinberger, Chris Lin, Su-In Lee

NeurIPS 2020 Learning Deep Attribution Priors Based on Prior Knowledge Ethan Weinberger, Joseph Janizek, Su-In Lee