Danqing Kang's repositories
CAM
Class Activation Mapping
convolutional-pose-machines-release
Code repository for Convolutional Pose Machines, CVPR'16
Deep-Learning-Book-Chapter-Summaries
Attempting to make the Deep Learning Book easier to understand.
Deep-Mutual-Learning
TensorFlow Implementation of Deep Mutual Learning
deep-photo-styletransfer
Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
deepfeatinterp
Deep Feature Interpolation (CVPR 2017)
dirt-t
A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)
FCIS
Fully Convolutional Instance-aware Semantic Segmentation
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
gkmeans
kmeans implementation
Kaggle_CrowdFlower
1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)
LocNet
LocNet: Improving Localization Accuracy for Object Detection
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
mean-teacher
A state-of-the-art semi-supervised method for image recognition
netvlad
NetVLAD: CNN architecture for weakly supervised place recognition
optunity
optimization routines for hyperparameter tuning
petalNet
Construction of small-world, scale-free networks
PhotographicImageSynthesis
Photographic Image Synthesis with Cascaded Refinement Networks
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
post--misread-tsne
How to Use t-SNE Effectively
PS-PreciseRoIPooling
Position sensitive PreciseRoIPooling without roi coordinates gradient backward
ShakeDrop
Torch implementation of the paper "ShakeDrop regularization" (https://arxiv.org/abs/1802.02375).
snownlp
Python library for processing Chinese text
SqueezeNet
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters
stn.pytorch
pytorch version of spatial transformer networks