Edwin R. Hancock
- Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective
2022/03/21 by Jiawei Zhang, Zhang, Jiawei, Xiang Wang +18 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #cs.CV
- Clustering and Embedding Using Commute Times
2007/09/17 by Huaijun Qiu, Edwin R. Hancock · 3 citations
Computer Science · Neuroscience · Physics and Astronomy · Mathematics · #Topological and Geometric Data Analysis #Functional Brain Connectivity Studies #Complex Network Analysis Techniques #Embedding #Laplacian matrix #Random walk #Cluster analysis #Random walker algorithm #Computer science #Artificial intelligence #Spectral clustering #Laplace operator #Segmentation #Image segmentation #Mathematics #Graph #Pattern recognition (psychology) #Algorithm #Theoretical computer science #Image (mathematics)
- Quantum Graph Learning: Frontiers and Outlook
2023/02/02 by Shuo Yu, Yu, Shuo, Ciyuan Peng +8 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena
- From Quantum Graph Computing to Quantum Graph Learning: A Survey
2022/02/19 by Yehui Tang, Junchi Yan, Tang, Yehui +4 · 2 citations
Computer Science · Physics and Astronomy · #Cloud Computing and Resource Management #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #cs.LG #quant-ph
- State of the Art and Potentialities of Graph-level Learning
2023/01/14 by Zhenyu Yang, Ge Zhang, Yang, Zhenyu +20 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Computational Drug Discovery Methods
- Two-level Graph Neural Network
2022/01/03 by Xing Ai, Ai, Xing, Chengyu Sun +6 · 1 citation
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #cs.AI #cs.LG
- Diffusion-Jump GNNs: Homophiliation via Learnable Metric Filters
2023/06/29 by Ahmed Begga, Begga, Ahmed, Francisco Escolano +5 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications