Johnson, Isys

1. Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers
   2021/10/26 by Gu, Albert, Johnson, Isys, Goel, Karan +4 · 77 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections
   2022/06/24 by Albert Gu, Gu, Albert, Isys Johnson +7 · 20 citations
   Computer Science · #Blind Source Separation Techniques #Neural Networks and Applications #Target Tracking and Data Fusion in Sensor Networks
3. Zoology: Measuring and Improving Recall in Efficient Language Models
   2023/12/08 by Simran Arora, Sabri Eyuboglu, Arora, Simran +13 · 24 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
4. Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture
   2023/10/18 by Daniel Y. Fu, Fu, Daniel Y., Simran Arora +17 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Topic Modeling