Celik, Safiye

7 publications

ICLRW 2025 RxRx3-Core: Benchmarking Drug-Target Interactions in High-Content Microscopy Oren Kraus, Federico Comitani, Kian Kenyon-Dean, John Urbanik, Lakshmanan Arumugam, Saber Saberian, Cas Wognum, Safiye Celik, Imran S Haque

ICML 2025 ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Juan Sebastián Rodrı́guez Vera, Marta Fay, Imran S Haque, Oren Kraus

CVPR 2024 Masked Autoencoders for Microscopy Are Scalable Learners of Cellular Biology Oren Kraus, Kian Kenyon-Dean, Saber Saberian, Maryam Fallah, Peter McLean, Jess Leung, Vasudev Sharma, Ayla Khan, Jia Balakrishnan, Safiye Celik, Dominique Beaini, Maciej Sypetkowski, Chi Vicky Cheng, Kristen Morse, Maureen Makes, Ben Mabey, Berton Earnshaw

NeurIPSW 2024 ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy Kian Kenyon-Dean, Zitong Jerry Wang, John Urbanik, Konstantin Donhauser, Jason Hartford, Saber Saberian, Nil Sahin, Ihab Bendidi, Safiye Celik, Marta Fay, Juan Sebastián Rodríguez Vera, Imran S Haque, Oren Kraus

NeurIPSW 2023 Masked Autoencoders Are Scalable Learners of Cellular Morphology Oren Kraus, Kian Kenyon-Dean, Saber Saberian, Maryam Fallah, Peter McLean, Jess Leung, Vasudev Sharma, Ayla Khan, Jia Balakrishnan, Safiye Celik, Maciej Sypetkowski, Chi Cheng, Kristen Morse, Maureen Makes, Ben Mabey, Berton Earnshaw

NeurIPSW 2022 Biological Cartography: Building and Benchmarking Representations of Life Safiye Celik, Jan-Christian Huetter, Sandra Melo, Nathan Lazar, Rahul Mohan, Conor Tillinghast, Tommaso Biancalani, Marta Fay, Berton Earnshaw, Imran S Haque

ICML 2014 Efficient Dimensionality Reduction for High-Dimensional Network Estimation Safiye Celik, Benjamin Logsdon, Su-In Lee