Berton Earnshaw

1. WILDS: A Benchmark of in-the-Wild Distribution Shifts
   2020/12/14 by Pang Wei Koh, Shiori Sagawa, Koh, Pang Wei +43 · 116 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology
   2024/04/16 by Oren Kraus, Kian Kenyon-Dean, Kraus, Oren +31 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Virtual Cells: Predict, Explain, Discover
   2025/05/20 by Emmanuel Noutahi, Noutahi, Emmanuel, Jason Hartford +27 · 2 voices · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #cs.LG #q-bio.QM
4. Shaping Inductive Bias in Diffusion Models through Frequency-Based Noise Control
   2025/02/14 by Thomas Jiralerspong, Jiralerspong, Thomas, Berton Earnshaw +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
5. TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction
   2025/05/20 by Frederik Wenkel, Wilson Tu, Wenkel, Frederik +26 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Biology Techniques and Applications #Quantitative Methods (q-bio.QM) #RNA Research and Splicing #RNA and protein synthesis mechanisms
6. Automated Discovery of Pairwise Interactions from Unstructured Data
   2024/09/11 by Zuheng, Xu, Moksh Jain +10 · 1 citation
   Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Rough Sets and Fuzzy Logic