Duncan, James
- Surrogate Gap Minimization Improves Sharpness-Aware Training
2022/03/15 by Juntang Zhuang, Boqing Gong, Zhuang, Juntang +17 · 30 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #cs.AI #cs.LG
- FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 27 citations
Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
- ACE: A fast, skillful learned global atmospheric model for climate prediction
2023/10/03 by Oliver Watt‐Meyer, Watt-Meyer, Oliver, Gideon Dresdner +21 · 19 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
- MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation
2023/04/08 by Kun Han, Han, Kun, Yifeng Xiong +12 · 9 citations
Computer Science · #AI in cancer detection #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Fast Interpretable Greedy-Tree Sums
2022/01/28 by Yan Shuo Tan, Chandan Singh, Tan, Yan Shuo +10 · 5 citations
Computer Science · Health Professions · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare #Artificial Intelligence in Healthcare
- Learning correspondences of cardiac motion from images using biomechanics-informed modeling
2022/09/01 by Zhang, Xiaoran, You, Chenyu, Ahn, Shawn +3 · 2 citations
#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
- Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation
2023/04/06 by Xiangyi Yan, Junayed Naushad, Yan, Xiangyi +14 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- A Mixing Time Lower Bound for a Simplified Version of BART
2022/10/17 by Omer Ronen, Ronen, Omer, Theo Saarinen +6 · 1 citation
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Generative Modeling of High-resolution Global Precipitation Forecasts
2022/10/22 by Duncan, James, Shashank Subramanian, Subramanian, Shashank +2 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis