Jieneng Chen
- TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
2021/02/08 by Jieneng Chen, Chen, Jieneng, Yongyi Lu +15 · 169 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Semi-supervised Medical Image Segmentation through Dual-task Consistency
2020/09/09 by Xiangde Luo, Luo, Xiangde, Jieneng Chen +6 · 22 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Efficient Large Multi-modal Models via Visual Context Compression
2024/06/28 by Jieneng Chen, Luoxin Ye, Chen, Jieneng +9 · 14 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Label-Free Liver Tumor Segmentation
2023/03/27 by Qixin Hu, Hu, Qixin, Yixiong Chen +11 · 7 citations
Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models
2025/05/01 by Wufei Ma, Luoxin Ye, Ma, Wufei +7 · 19 citations
Engineering · #Modular Robots and Swarm Intelligence
- Efficient Semi-Supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency
2020/12/13 by Xiangde Luo, Luo, Xiangde, Wenjun Liao +15 · 4 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Head and Neck Cancer Studies #Medical Image Segmentation Techniques
- TransMix: Attend to Mix for Vision Transformers
2021/11/18 by Jieneng Chen, Shuyang Sun, Chen, Jie-Neng +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
2024/11/06 by Pedro R. A. S. Bassi, Bassi, Pedro R. A. S., Wenxuan Li +103 · 11 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- Spatial457: A Diagnostic Benchmark for 6D Spatial Reasoning of Large Multimodal Models
2025/02/12 by Xingrui Wang, Wang, Xingrui, Wufei Ma +9 · 12 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semantic Web and Ontologies #Speech and dialogue systems
- GenEx: Generating an Explorable World
2024/12/12 by Taiming Lu, Tianmin Shu, Lu, Taiming +18 · 8 citations
Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multimodal Machine Learning Applications
- World-in-World: World Models in a Closed-Loop World
2025/10/20 by Jiahan Zhang, Zhang, Jiahan, Nanru Dai +27 · 6 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Social Robot Interaction and HRI