Junho Kim's repositories
Tensorflow-Cookbook
Simple Tensorflow Cookbook for easy-to-use
StarGAN-Tensorflow
Simple Tensorflow implementation of StarGAN (CVPR 2018 Oral)
Self-Attention-GAN-Tensorflow
Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)
MUNIT-Tensorflow
Simple Tensorflow implementation of "Multimodal Unsupervised Image-to-Image Translation" (ECCV 2018)
Vector_Similarity
Python, Java implementation of TS-SS called from "A Hybrid Geometric Approach for Measuring Similarity Level Among Documents and Document Clustering"
CartoonGAN-Tensorflow
Simple Tensorflow implementation of CartoonGAN (CVPR 2018)
GAN_Metrics-Tensorflow
Simple Tensorflow implementation of metrics for GAN evaluation (Inception score, Frechet-Inception distance, Kernel-Inception distance)
ResNet-Tensorflow
Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152
AdaBound-Tensorflow
Simple Tensorflow implementation of "Adaptive Gradient Methods with Dynamic Bound of Learning Rate" (ICLR 2019)
DRIT-Tensorflow
Simple Tensorflow implementation of "Diverse Image-to-Image Translation via Disentangled Representations" (ECCV 2018 Oral)
RAdam-Tensorflow
Simple Tensorflow implementation of "On The Variance Of The Adaptive Learning Rate And Beyond"
UNIT-Tensorflow
Simple Tensorflow implementation of "Unsupervised Image to Image Translation Networks" (NIPS 2017 Spotlight)
FUNIT-Tensorflow
Simple Tensorflow implementation of "Few-Shot Unsupervised Image-to-Image Translation" (ICCV 2019)
GDWCT-Tensorflow
Simple Tensorflow implementation of "Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation" (CVPR 2019 Oral)
SphereGAN-Tensorflow
Simple Tensorflow implementation of SphereGAN (CVPR 2019 Oral)
GCNet-Tensorflow
Simple Tensorflow implementation of "GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond"
AttnGAN-Tensorflow
Simple Tensorflow implementation of "AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks" (CVPR 2018)
RealnessGAN-Tensorflow
Simple Tensorflow implementation of "RealnessGAN: Real or Not Real, that is the Question" (ICLR 2020 Spotlight)
ControlGAN-Tensorflow
Simple Tensorflow implementation of "ControlGAN: Controllable Text-to-Image Generation" (NeurIPS 2019)
SRM-Tensorflow
Simple Tensorflow implementation of "SRM : A Style-based Recalibration Module for Convolutional Neural Networks"
SDIT-Tensorflow
Simple Tensorflow implementation of "SDIT: Scalable and Diverse Cross-domain Image Translation" (ACM-MM 2019)
MirrorGAN-Tensorflow
Simple Tensorflow implementation of "MirrorGAN: Learning Text-to-image Generation by Redescription" (CVPR 2019)
StackGAN-Tensorflow
Simple Tensorflow implementation of "StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks" (ICCV 2017 Oral)
MDGAN-Tensorflow
Simple Tensorflow implementation of "MDGAN: Mixture Density Generative Adversarial Networks" (CVPR 2019)
paper-tips-and-tricks
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
Data-Science--Cheat-Sheet
Cheat Sheets
PlotNeuralNet
Latex code for making neural networks diagrams
pytorch-transformers
👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)