Junyu Chen
- Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search
2025/08/21 by Yuxian Gu, Qinghao Hu, Gu, Yuxian +11 · 8 voices · 15 citations
#cs.CL #cs.AI #cs.LG
- SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
2024/10/14 by Enze Xie, Xie, Enze, Junsong Chen +20 · 3 voices · 75 citations
Computer Science · #cs.CV
- VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
2024/09/06 by Yunfeng Wu, Wu, Yecheng, Zhang, Zhuoyang +20 · 71 citations
Computer Science · Earth and Planetary Sciences · #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage #Constraint Satisfaction and Optimization
- Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
2024/10/14 by Junyu Chen, Han Cai, Chen, Junyu +15 · 49 citations
Computer Science · Medicine · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
- ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration
2021/04/13 by Junyu Chen, Chen, Junyu, Yufan He +7 · 9 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 #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
2023/07/28 by Junyu Chen, Chen, Junyu, Yihao Liu +13 · 9 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
2022/06/02 by Jun Li, Li, Jun, Junyu Chen +9 · 5 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI #AI in cancer detection
- SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
2025/09/29 by Junsong Chen, Yuyang Zhao, Chen, Junsong +35 · 18 citations
Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Digital Filter Design and Implementation
- Blue-ringed octopus-inspired microneedle patch for robust tissue surface adhesion and active injection drug delivery
2023/06/21 by Zhou Zhu, Jian Wang, Xibo Pei +7 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Pharmacology, Toxicology and Pharmaceutics · Physics and Astronomy · #Advancements in Transdermal Drug Delivery #Lipid Membrane Structure and Behavior #Orbital Angular Momentum in Optics
- Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising
2022/09/07 by Se‐In Jang, Jang, Se-In, Tinsu Pan +11 · 2 citations
Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiation Detection and Scintillator Technologies #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Learning to Evaluate the Artness of AI-generated Images
2023/05/08 by Junyu Chen, Chen, Junyu, Jie An +5 · 2 citations
Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection
- The OsAGO2–<i>OsNAC300</i>–<i>OsNAP</i> module regulates leaf senescence in rice
2024/08/22 by Shaoyan Zheng, Junyu Chen, Ying He +7 · 1 voice · 2 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Gene Expression Analysis #Plant Molecular Biology Research #Plant Stress Responses and Tolerance
- Decreased blood vessel density and endothelial cell subset dynamics during ageing of the endocrine system
2020/11/20 by Junyu Chen, Luciana Lippo, Rossella Labella +9 · 1 citation
Medicine · Biochemistry, Genetics and Molecular Biology · #Pancreatic function and diabetes #Adipose Tissue and Metabolism #Diabetes and associated disorders
- Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration
2023/03/10 by Junyu Chen, Chen, Junyu, Yihao Liu +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #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) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- Semidefinite Relaxations of the Gromov-Wasserstein Distance
2023/12/22 by Junyu Chen, Binh T. Nguyen, Chen, Junyu +3 · 1 citation
Business, Management and Accounting · Decision Sciences · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Facility Location and Emergency Management #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Point processes and geometric inequalities #Risk and Portfolio Optimization
- Unsupervised learning of spatially varying regularization for diffeomorphic image registration
2024/12/23 by Junyu Chen, Shuwen Wei, Chen, Junyu +13 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- Vector Field Attention for Deformable Image Registration
2024/07/14 by Yihao Liu, Liu, Yihao, Junyu Chen +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Medical Image Segmentation Techniques
- From Registration Uncertainty to Segmentation Uncertainty
2024/03/08 by Junyu Chen, Chen, Junyu, Yihao Liu +9 · 1 citation
Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging
- Degeneration and Impaired Resilience of Skull Bone and Hematopoietic Bone Marrow
2025/10/03 by Yang� Yang, Yonggang Fan, Sanyam Jain +19 · 1 voice · 3 citations
Medicine · #Bone and Joint Diseases #Mesenchymal stem cell research #Hematological disorders and diagnostics
- Correlation Ratio for Unsupervised Learning of Multi-modal Deformable Registration
2025/04/16 by Xiaojian Chen, Yihao Liu, Chen, Xiaojian +9 · 2 citations
Computer Science · #Medical Image Segmentation Techniques #Advanced Vision and Imaging #Advanced Image Processing Techniques
- MobileH2R: Learning Generalizable Human to Mobile Robot Handover Exclusively from Scalable and Diverse Synthetic Data
2025/01/08 by Zifan Wang, Wang, Zifan, Ziqing Chen +15 · 1 citation
Computer Science · Engineering · Psychology · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Automated Systems #Social Robot Interaction and HRI
- Development of a biomimetic coating with microphase-separation structure for BFRP bars in seawater sea-sand concrete to improve corrosion resistance and interfacial bond retention
2026/07/28 by Hengrui Jia, Muqun Wang, Jianhui Liu +3