Yichen Zhou

1. A decoder-only foundation model for time-series forecasting
   2023/10/14 by Abhimanyu Das, Das, Abhimanyu, Weihao Kong +5 · 120 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 · 31 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. MetaFormer is Actually What You Need for Vision
   2022/06/01 by Weihao Yu, Mi Luo, Pan Zhou +5 · 22 citations
   Neuroscience · #Visual perception and processing mechanisms
4. MetaFormer Baselines for Vision
   2023/11/01 by Weihao Yu, Chenyang Si, Pan Zhou +5 · 14 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
5. In-Context Fine-Tuning for Time-Series Foundation Models
   2024/10/31 by Abhimanyu Das, Das, Abhimanyu, Matthew Faw +5 · 9 citations
   Computer Science · Decision Sciences · Engineering · #Neural Networks and Applications #Simulation Techniques and Applications #Fault Detection and Control Systems
6. Robustness to Model Approximation, Model Learning From Data, and Sample Complexity in Wasserstein Regular MDPs
   2024/10/18 by Yichen Zhou, Yanglei Song, Zhou, Yichen +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #cs.SY #eess.SY #math.OC