Alvin Wan
- The Super Weight in Large Language Models
2024/11/11 by Mengxia Yu, Wang De, Yu, Mengxia +9 · 19 voices · 10 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Apple Intelligence Foundation Language Models
2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 1 citation
#cs.AI #cs.CL #cs.LG
- Visual Transformers: Token-based Image Representation and Processing for Computer Vision
2020/06/05 by Bichen Wu, Chenfeng Xu, Wu, Bichen +15 · 41 citations
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning
2018/02/28 by Vladimir Feinberg, Alvin Wan, Feinberg, Vladimir +9 · 36 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Traffic control and management #Autonomous Vehicle Technology and Safety
- Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions
2017/11/22 by Bichen Wu, Wu, Bichen, Alvin Wan +16 · 1 voice · 8 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Face recognition and analysis #cs.CV
- SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud
2017/10/19 by Bichen Wu, Alvin Wan, Wu, Bichen +5 · 14 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Adversarial Robustness in Machine Learning
- OpenAI GPT-5 System Card
2025/12/19 by Aaditya Singh, Adam Fry, Adam Perelman +483 · 2 voices · 36 citations
#cs.CL #cs.AI
- FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
2020/04/12 by Alvin Wan, Xiaoliang Dai, Wan, Alvin +21 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- NBDT: Neural-Backed Decision Trees
2020/04/01 by Alvin Wan, Lisa Dunlap, Wan, Alvin +15 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
- AutoFocusFormer: Image Segmentation off the Grid
2023/04/24 by Ziwen Chen, K. Sridhar Patnaik, Ziwen, Chen +13 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Image Fusion Techniques #Medical Image Segmentation Techniques