Kenyon-Dean, Kian

9 publications

ICML 2025 A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations Through Morphological Features Ihab Bendidi, Yassir El Mesbahi, Alisandra Kaye Denton, Karush Suri, Kian Kenyon-Dean, Auguste Genovesio, Emmanuel Noutahi

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 Towards Scientific Discovery with Dictionary Learning: Extracting Biological Concepts from Microscopy Foundation Models Konstantin Donhauser, Kristina Ulicna, Gemma Elyse Moran, Aditya Ravuri, Kian Kenyon-Dean, Cian Eastwood, Jason Hartford

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

NeurIPSW 2024 Benchmarking Transcriptomics Foundation Models for Perturbation Analysis : One PCA Still Rules Them All Ihab Bendidi, Shawn T. Whitfield, Kian Kenyon-Dean, Hanene Ben Yedder, Yassir El Mesbahi, Emmanuel Noutahi, Alisandra Kaye Denton

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 Towards Scientific Discovery with Dictionary Learning: Extracting Biological Concepts from Microscopy Foundation Models Konstantin Donhauser, Gemma Elyse Moran, Aditya Ravuri, Kian Kenyon-Dean, Kristina Ulicna, Cian Eastwood, Jason Hartford

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