Teng, Jiaye

1. On Uni-Modal Feature Learning in Supervised Multi-Modal Learning
   2023/05/02 by Chenzhuang Du, Du, Chenzhuang, Jiaye Teng +13 · 12 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Music and Audio Processing #Speech and Audio Processing
2. Predictive Inference with Feature Conformal Prediction
   2022/10/01 by Jiaye Teng, Teng, Jiaye, Dinghuai Zhang +8 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)
3. T-SCI: A Two-Stage Conformal Inference Algorithm with Guaranteed\n Coverage for Cox-MLP
   2021/03/08 by Jiaye Teng, Zeren Tan, Teng, Jiaye +3 · 3 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
4. Towards Data-Algorithm Dependent Generalization: a Case Study on Overparameterized Linear Regression
   2022/02/12 by Jing Xu, Jiaye Teng, Xu, Jing +3 · 2 citations
   Computer Science · #Machine Learning and Data Classification #Neural Networks and Applications #Gaussian Processes and Bayesian Inference
5. Can Pretext-Based Self-Supervised Learning Be Boosted by Downstream Data? A Theoretical Analysis
   2021/03/05 by Teng, Jiaye, Huang, Weiran, He, Haowei · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
   2022/06/22 by Jianing Qian, Wen, Chuan, Jierui Lin +8 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Sparse and Compressive Sensing Techniques
7. Lower Generalization Bounds for GD and SGD in Smooth Stochastic Convex Optimization
   2023/03/19 by Peiyuan Zhang, Jiaye Teng, Zhang, Peiyuan +3 · 1 citation
   Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Markov Chains and Monte Carlo Methods
8. Predictive Inference With Fast Feature Conformal Prediction
   2024/12/01 by Zihao Tang, Boyuan Wang, Tang, Zihao +4 · 1 citation
   Computer Science · #Machine Learning and Data Classification #Face and Expression Recognition