Matthew C. H. Lee
- Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
2016/11/08 by Nat Dilokthanakul, Dilokthanakul, Nat, Pedro A. M. Mediano +11 · 23 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #cs.LG #cs.NE #stat.ML
- DeepCut: Object Segmentation from Bounding Box Annotations using Convolutional Neural Networks
2016/05/25 by Martin Rajchl, Matthew Chung Hai Lee, Rajchl, Martin +22 · 6 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Fetal and Pediatric Neurological Disorders #cs.CV
- Image-and-Spatial Transformer Networks for Structure-Guided Image Registration
2019/07/22 by Matthew Chung Hai Lee, Matthew C. H. Lee, Lee, Matthew C. H. +8 · 5 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #Medical Imaging and Analysis #cs.CV #cs.LG
- Computing CNN Loss and Gradients for Pose Estimation with Riemannian Geometry
2018/05/02 by Benjamin Hou, Nina Miolane, Hou, Benjamin +19 · 3 citations
Computer Science · Engineering · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis #cs.CV
- Surfer-H Meets Holo1: Cost-Efficient Web Agent Powered by Open Weights
2025/06/03 by Mathieu Andreux, Andreux, Mathieu, Breno Baldas Skuk +91 · 2 voices · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Peer-to-Peer Network Technologies #Web Data Mining and Analysis #cs.AI
- Implicit Weight Uncertainty in Neural Networks
2017/11/03 by Nick Pawlowski, Andrew Brock, Pawlowski, Nick +7 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Learning under Distributed Weak Supervision
2016/06/03 by Martin Rajchl, Rajchl, Martin, Matthew Chung Hai Lee +19 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #cs.CV
- OmniScreen model predictions and evaluation of the MSK and TCGA datasets
2024/08/18 by Yi Kan Wang, Wang, Yi Kan, L. Trlifaj Tydlitatova +25 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Genetics, Bioinformatics, and Biomedical Research #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering