Karl Wu's Blog

I know nothing except the fact of my ignorance

Understanding Convolutional Neural Networks with A Mathematical Model

Understanding Convolutional Neural Networks with A Mathematical Model The proposal of problem RECOS Model Nonlinear Activation Function Advantages of Cascaded Layers Two Layer One-to-One Cascade ...

Patch-Based Model in Real World SIngle Image Super-Resolution

Introduction Single Image Super Resolution Models Prediction Model Interpolation Kernels Nearest Neighbor Bilinear Bicubic Patch-based Model Spa...