Mohamed R. Amer
- Understanding Attention and Generalization in Graph Neural Networks
2019/05/08 by Boris Knyazev, B. A. Knyazev, Graham W. Taylor +4 · 15 citations
Computer Science · Mathematics · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.LG #stat.ML
- Human Motion Modeling using DVGANs
2018/04/27 by Xiao Lin, Lin, Xiao, Mohamed R. Amer +1 · 4 citations
Computer Science · Engineering · #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Motion and Animation #Human Pose and Action Recognition #Human motion #Motion (physics) #cs.CV
- Data-Efficient Mutual Information Neural Estimator
2019/05/08 by Lin Xiao, Xiao Lin, Lin, Xiao +10 · 3 citations
Computer Science · Mathematics · Neuroscience · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Image Classification with Hierarchical Multigraph Networks
2019/07/21 by B. A. Knyazev, Boris Knyazev, Xiao Lin +6 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Multimodal Machine Learning Applications #cs.CV #cs.LG
- Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules
2018/11/23 by B. A. Knyazev, Boris Knyazev, Xiao Lin +6 · 3 citations
Computer Science · Materials Science · Mathematics · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #Machine Learning in Materials Science #cs.AI #cs.LG #stat.ML
- Structure Optimization for Deep Multimodal Fusion Networks using Graph-Induced Kernels
2017/07/03 by Dhanesh Ramachandram, Ramachandram, Dhanesh, Michal Lisicki +7 · 2 citations
Computer Science · #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #cs.NE