Singh, Shantanu

6 publications

ICLR 2025 Learning Molecular Representation in a Cell Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E Carpenter, Meng Jiang, Shantanu Singh

NeurIPSW 2024 Learning Molecular Representation in a Cell Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E Carpenter, Meng Jiang, Shantanu Singh

NeurIPS 2024 MOTIVE: A Drug-Target Interaction Graph for Inductive Link Prediction John Arevalo, Ellen Su, Anne E. Carpenter, Shantanu Singh

ICMLW 2024 Out-of-Distribution Validation for Bioactivity Prediction in Drug Discovery: Lessons from Materials Science Udit Surya Saha, Michele Vendruscolo, Anne E Carpenter, Shantanu Singh, Andreas Bender, Srijit Seal

IJCAI 2023 Pseudo-Labeling Enhanced by Privileged Information and Its Application to in Situ Sequencing Images Marzieh Haghighi, Mario C. Cruz, Erin Weisbart, Beth A. Cimini, Avtar Singh, Julia Bauman, Maria E. Lozada, Sanam L. Kavari, James T. Neal, Paul C. Blainey, Anne E. Carpenter, Shantanu Singh

NeurIPSW 2022 Learning Representations of Cell Populations for Image-Based Profiling Using Contrastive Learning Robert Van Dijk, John Arevalo, Shantanu Singh, Anne E Carpenter