John Arévalo
- Gated Multimodal Units for Information Fusion
2017/02/07 by John Arévalo, Thamar Solorio, Arevalo, John +5 · 29 citations
Computer Science · Physics and Astronomy · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Learning Molecular Representation in a Cell
2024/06/17 by Gang Liu, Liu, Gang, Srijit Seal +11 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Materials Science · #Computational Drug Discovery Methods #Cell Image Analysis Techniques #Machine Learning in Materials Science
- Capturing cell heterogeneity in representations of cell populations for image-based profiling using contrastive learning
2024/11/11 by Robert van Dijk, John Arévalo, Mehrtash Babadi +2 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · #Cell Image Analysis Techniques #Image Processing Techniques and Applications #3D Printing in Biomedical Research
- A versatile information retrieval framework for evaluating profile strength and similarity
2025/06/04 by Alexandr A. Kalinin, John Arévalo, Erik Serrano +9 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computational Drug Discovery Methods #Single-cell and spatial transcriptomics