Yin, Yuan

1. Generalizing to New Physical Systems via Context-Informed Dynamics Model
   2022/02/01 by Matthieu Kirchmeyer, Kirchmeyer, Matthieu, Yin, Yuan +7 · 10 citations
   Computer Science · Materials Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Model Reduction and Neural Networks
2. LEADS: Learning Dynamical Systems that Generalize Across Environments
   2021/06/08 by Yuan Yin, Yin, Yuan, Ibrahim Ayed +7 · 6 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
3. Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations
   2023/06/09 by Étienne Le Naour, Louis Serrano, Naour, Etienne Le +13 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
4. Modeling the extracellular matrix in cell migration and morphogenesis: A guide for the curious biologist
   2023/12/19 by Rebecca M. Crossley, P. Sam Johnson, Crossley, Rebecca M. +19 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Mathematics · Medicine · #Cancer Cells and Metastasis #Cell Behavior (q-bio.CB) #Cellular Mechanics and Interactions #FOS: Biological sciences #Mathematical Biology Tumor Growth #Tissues and Organs (q-bio.TO)
5. Explainable Deep Image Classifiers for Skin Lesion Diagnosis
   2021/11/22 by Carlo Metta, Metta, Carlo, Andrea Beretta +11 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Consistency of MLE for partially observed diffusions, with application in market microstructure modeling
   2022/01/19 by Sergey Nadtochiy, Nadtochiy, Sergey, Yuan Yin +1 · 1 citation
   Economics, Econometrics and Finance · #FOS: Economics and business #FOS: Mathematics #Financial Risk and Volatility Modeling #Probability (math.PR) #Statistics Theory (math.ST) #Stochastic processes and financial applications #Trading and Market Microstructure (q-fin.TR)
7. Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods
   2024/10/09 by Lise Le Boudec, Boudec, Lise Le, Emmanuel de Bézenac +9 · 2 citations
   Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks
8. ReGentS: Real-World Safety-Critical Driving Scenario Generation Made Stable
   2024/09/12 by Yuan Yin, Pegah Khayatan, Yin, Yuan +7 · 2 citations
   Computer Science · Engineering · Psychology · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO)
9. Proposal-based Temporal Action Localization with Point-level Supervision
   2023/10/09 by Yuan Yin, Yifei Huang, Yin, Yuan +5 · 1 citation
   Computer Science · Medicine · #Human Pose and Action Recognition #Diabetic Foot Ulcer Assessment and Management #Multimodal Machine Learning Applications
10. How Generative AI supports human in conceptual design
    2025/02/01 by L. Chen, Yaxuan Song, Chen, Liuging +9 · 1 citation
    Engineering · #Design Education and Practice #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)