Jiahao Huang
- Swin Transformer for Fast MRI
2022/01/10 by Jiahao Huang, Huang, Jiahao, Yingying Fang +15 · 7 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #Brain Tumor Detection and Classification
- MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation
2024/02/28 by Jiahao Huang, Liutao Yang, Huang, Jiahao +13 · 4 citations
Computer Science · Engineering · 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 #Medical Imaging and Analysis #electronic engineering #information engineering
- Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs
2024/10/03 by Chun-Wun Cheng, Cheng, Chun-Wun, Jiahao Huang +9 · 5 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)
- Adaptive Robust High-Precision Atomic Gravimetry
2024/09/13 by Jiahao Huang, Wei, Jinye, Chaohong Lee +2 · 2 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Atomic Physics (physics.atom-ph) #Atomic and Subatomic Physics Research #FOS: Physical sciences #Geochemistry and Geologic Mapping #Quantum Physics (quant-ph) #Scientific Measurement and Uncertainty Evaluation
- Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives
2021/05/04 by Guang Yang, Yang, Guang, Jun Lv +7 · 1 citation
Medicine · #68T01 #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers
2022/04/01 by Jiahao Huang, Huang, Jiahao, Yingying Fang +21 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- ViGU: Vision GNN U-Net for Fast MRI
2023/01/23 by Jiahao Huang, Huang, Jiahao, Angelica I. Avilés-Rivero +5 · 1 citation
Computer Science · Medicine · #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 #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- The Missing U for Efficient Diffusion Models
2023/10/31 by Sergio Calvo-Ordonez, Chun-Wun Cheng, Calvo-Ordonez, Sergio +11 · 1 voice
#cs.LG #cs.CV
- Quantum Double Lock-in Amplifier
2023/03/14 by Sijie Chen, Chen, Sijie, Min Zhuang +13 · 1 citation
Chemistry · Physics and Astronomy · #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #FOS: Physical sciences #Quantum Physics (quant-ph) #Spectroscopy and Laser Applications
- When AI Eats Itself: On the Caveats of AI Autophagy
2024/05/15 by Xiaodan Xing, Fadong Shi, Xing, Xiaodan +20 · 1 voice · 1 citation
Social Sciences · #Ethics and Social Impacts of AI #cs.AI #cs.LG