WillHunting's repositories
CapsNet-tensorflow
With reconstruct, capsule representation, adversarial experiments. Implementation of NIPS2017 paper "Dynamic Routing Between Capsules" in tensorflow.
densecap-tensorflow
Re-implement CVPR2017 paper: "dense captioning with joint inference and visual context" and minor changes in Tensorflow. (mAP 8.296 after 500k iters of training)
im2p-tensorflow
Implementation of CVPR2017 paper "A Hierarchical Approach for Generating Descriptive Image Paragraphs" in Tensorflow (in progress...)
cs294-Fall17-notes
Lecture notes of cs294-2017Fall
reading_comprehension-cs224n
Simple baseline of reading comprehension task on SQuAD dataset. Most of the it are reimplementation of the ICLR2017 paper "Machine Comprehension Using Match-LSTM and Answer Pointer"
cs294-Fall2017
assignments of cs294-Deep Reinforcement Learning from UC Berkeley
cs231n-2017
solutions of assignments for amazing course cs231n-2017 stanford
imaterialist_challenge-furniture
Image Classification of Furniture & Home Goods.
SJTUThesis
上海交通大学 XeLaTeX 学位论文模板 A XeLaTeX template for Shanghai Jiao Tong University (SJTU) thesis.
cs224n-2017
solutions of assignments for amazing course cs224n-2017 stanford.
LearningSkills
Basic skills learning
MachineLearning-Coursera
material related to the "Machine Learning" course on coursera