Fifty, Christopher
- Simplifying Graph Convolutional Networks
2019/02/19 by Felix Wu, Tianyi Zhang, Wu, Felix +9 · 101 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
- Restructuring Vector Quantization with the Rotation Trick
2024/10/08 by Christopher Fifty, Ronald G. Junkins, Fifty, Christopher +11 · 3 voices · 15 citations
Computer Science · Medicine · #Distributed and Parallel Computing Systems #Medical Imaging Techniques and Applications
- 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
- Context-Aware Meta-Learning
2023/10/17 by Christopher Fifty, Fifty, Christopher, Ronald G. Junkins +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
- Co-training Transformer with Videos and Images Improves Action Recognition
2021/12/14 by Zhang, Bowen, Yu, Jiahui, Fifty, Christopher +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- N-Grammer: Augmenting Transformers with latent n-grams
2022/07/13 by Aurko Roy, Rohan Anil, Roy, Aurko +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
- Implicit Geometry and Interaction Embeddings Improve Few-Shot Molecular Property Prediction
2023/02/04 by Fifty, Christopher, Paggi, Joseph M., Amid, Ehsan +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- In-Context Learning for Few-Shot Molecular Property Prediction
2023/10/13 by Christopher Fifty, Jure Leskovec, Fifty, Christopher +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