Yang, Junlin
- Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 40 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 2018 Robotic Scene Segmentation Challenge
2020/01/30 by Max Allan, Satoshi Kondo, Allan, Max +67 · 12 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Surgical Simulation and Training
- Robust and Generalizable Visual Representation Learning via Random Convolutions
2020/07/25 by Xu, Zhenlin, Liu, Deyi, Yang, Junlin +2 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
2025/05/19 by Xie, Tianbao, Deng, Jiaqi, Li, Xiaochuan +12 · 46 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization
2021/04/12 by Daiqing Li, Li, Daiqing, Junlin Yang +7 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- OpenCUA: Open Foundations for Computer-Use Agents
2025/08/12 by Wang, Xinyuan, Wang, Bowen, Lu, Dunjie +39 · 31 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation
2019/07/31 by Junlin Yang, Nicha C. Dvornek, Yang, Junlin +9 · 2 citations
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 #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation
2020/09/06 by You, Chenyu, Yang, Junlin, Chapiro, Julius +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- VideoAgentTrek: Computer Use Pretraining from Unlabeled Videos
2025/10/22 by Lu, Dunjie, Xu, Yiheng, Wang, Junli +12 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)