Yifei Min

1. Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
   2023/02/03 by Chenyu You, You, Chenyu, Weicheng Dai +13 · 7 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #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
2. Uncovering Memorization Effect in the Presence of Spurious Correlations
   2025/01/01 by Chenyu You, Haocheng Dai, You, Chenyu +9 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #electronic engineering #information engineering
3. The Curious Case of Adversarially Robust Models: More Data Can Help, Double Descend, or Hurt Generalization
   2020/02/25 by Yifei Min, Lin Chen, Min, Yifei +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
4. Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts
   2023/04/06 by Chenyu You, Weicheng Dai, You, Chenyu +7 · 3 citations
   Computer Science · Engineering · #Medical Image Segmentation Techniques #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
5. Variance-Aware Off-Policy Evaluation with Linear Function Approximation
   2021/06/22 by Yifei Min, Min, Yifei, Tianhao Wang +5 · 2 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
6. Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes
   2022/05/26 by Miao Lu, Yifei Min, Lu, Miao +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Methodology (stat.ME) #Reinforcement Learning in Robotics #Statistics Theory (math.ST)
7. ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast
   2023/04/05 by Chenyu You, Weicheng Dai, You, Chenyu +9 · 2 citations
   Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #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) #Machine Learning (cs.LG) #Medical Imaging and Analysis #electronic engineering #information engineering
8. Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models with Reinforcement Learning
   2023/02/24 by Ruitu Xu, Yifei Min, Xu, Ruitu +9 · 1 citation
   Business, Management and Accounting · Economics, Econometrics and Finance · #Complex Systems and Time Series Analysis #Economic theories and models #FOS: Computer and information sciences #FOS: Economics and business #Financial Literacy, Pension, Retirement Analysis #General Economics (econ.GN) #Machine Learning (cs.LG)