Zhou, Yichen

1. A decoder-only foundation model for time-series forecasting
   2023/10/14 by Abhimanyu Das, Das, Abhimanyu, Weihao Kong +5 · 119 citations
   Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Time Series Analysis and Forecasting
2. MetaFormer Is Actually What You Need for Vision
   2021/11/22 by Weihao Yu, Mi Luo, Yu, Weihao +13 · 29 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
3. Inception Transformer
   2022/05/25 by Si, Chenyang, Yu, Weihao, Zhou, Pan +3 · 5 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. In-Context Fine-Tuning for Time-Series Foundation Models
   2024/10/31 by Abhimanyu Das, Matthew Faw, Das, Abhimanyu +5 · 9 citations
   Computer Science · Decision Sciences · Engineering · #Neural Networks and Applications #Simulation Techniques and Applications #Fault Detection and Control Systems
5. Mugs: A Multi-Granular Self-Supervised Learning Framework
   2022/03/27 by Zhou, Pan, Zhou, Yichen, Si, Chenyang +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition
   2015/12/21 by Seto, Skyler, Zhang, Wenyu, Zhou, Yichen · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
7. Robustness to Model Approximation, Model Learning From Data, and Sample Complexity in Wasserstein Regular MDPs
   2024/10/18 by Yichen Zhou, Zhou, Yichen, Yanglei Song +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #cs.SY #eess.SY #math.OC