Christopher Fifty

1. Simplifying Graph Convolutional Networks
   2019/02/19 by Felix Wu, Wu, Felix, Tianyi Zhang +9 · 95 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
2. Restructuring Vector Quantization with the Rotation Trick
   2024/10/08 by Christopher Fifty, Ronald G. Junkins, Fifty, Christopher +11 · 3 voices · 14 citations
   Computer Science · Medicine · #Distributed and Parallel Computing Systems #Medical Imaging Techniques and Applications
3. Efficiently Identifying Task Groupings for Multi-Task Learning
   2021/09/10 by Christopher Fifty, Ehsan Amid, Fifty, Christopher +9 · 20 citations
   Computer Science · #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) #Machine Learning and Data Classification
4. Context-Aware Meta-Learning
   2023/10/17 by Christopher Fifty, Fifty, Christopher, Duan, Dennis +10 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
5. N-Grammer: Augmenting Transformers with latent n-grams
   2022/07/13 by Aurko Roy, Roy, Aurko, Rohan Anil +29 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
6. In-Context Learning for Few-Shot Molecular Property Prediction
   2023/10/13 by Christopher Fifty, Fifty, Christopher, Jure Leskovec +3 · 1 citation
   Computer Science · Engineering · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Fuel Cells and Related Materials #Machine Learning (cs.LG) #Machine Learning in Materials Science