I am a math undergraduate at Peking University working on mathematics view of machine learning/image processing. I will join Stanford ICME as a PHD student 2019
ODE-DL. Paper List For Linking ODE and Deep Learning
244Paper-Reading. Paper Reading
69project-hover. 气垫船计划——免费、去中心化的北京大学往年题资料库
29LM-ResNet. Code For Beyond Finite Layer Neural Network:Bridging Deep Architects and Numerical Differential Equations
15Numerical-Algorithms. Numerical Experiments
15CURE-Curvature-Regularization-Via-Biharmonic-Extension. Code for "CUBE: Curvature Regularization Via Weighted Nonlocal BiHarmonic"
13OpenBlackBox.
12PDE-Net. PDE-Net: Learning PDEs from Data
2ml_course_project_tex. TeX
2YOPO-You-Only-Propagate-Once. Code for our paper: You Only Propagate Once: Accelerating Adversarial Training Via Maximal Principle
2flownet2-pytorch. Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
1deep-learning-cheatsheet. TeX
1blockdrop. BlockDrop: Dynamic Inference Paths in Residual Networks
1AA203-Notes. Course notes for AA203
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