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adabound-tensorflow

Simple Tensorflow implementation of "Adaptive Gradient Methods with Dynamic Bound of Learning Rate" (ICLR 2019)

adaconv-tensorflow

Simple Tensorflow implementation of "Adaptive Convolutions for Structure-Aware Style Transfer" (CVPR 2021)

adamp

Slowing Down the Weight Norm Increase in Momentum-based Optimizers

adamp-tensorflow

Tensorflow Implementation of "Slowing Down the Weight Norm Increase in Momentum-based Optimizers"

alias-free-gan-pytorch

Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch

amsgrad-tensorflow

Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)

attngan-tensorflow

Simple Tensorflow implementation of "AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks" (CVPR 2018)

augmentor

Image augmentation library in Python for machine learning.

awesome-deeplearning-study

Summary of DeepLearning (Korean and English are included)

bamboo

batch_instance_normalization-tensorflow

Simple Tensorflow implementation of Batch-Instance Normalization (NIPS 2018)

biggan-tensorflow

Simple Tensorflow implementation of "Large Scale GAN Training for High Fidelity Natural Image Synthesis" (BigGAN)

cartoongan-tensorflow

Simple Tensorflow implementation of CartoonGAN (CVPR 2018)

cased-tensorflow

Simple Tensorflow implementation of "Curriculum Adaptive Sampling for Extreme Data Imbalance" with multi GPU using LUNA16 (MICCAI 2017) / LUNA16 Tutorial

cips-tensorflow

Simple Tensorflow implementation of "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR 2021 Oral)

clip-tensorflow

Simple Tensorflow implementation of CLIP

cnn-architecture-summary

Simple Summary of CNN Architecture

cnn_tensorflow

Convolutional Neural Network with Tensorflow, MNIST data

coding_interview

Programmers coding interview in Korean

controlgan-tensorflow

Simple Tensorflow implementation of "ControlGAN: Controllable Text-to-Image Generation" (NeurIPS 2019)

cycle_disco_gan

AI Research Institute GAN Project

cyclegan-tensorflow

Simple Tensorflow implementation of CycleGAN

data-science--cheat-sheet

Cheat Sheets

dcgan-tensorflow

SImple Tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-q-network

Reinforcement study

denoising-diffusion-gan-tensorflow

Tensorflow implementation of "Tackling the Generative Learning Trilemma with Denoising Diffusion GANs" (ICLR 2022 Spotlight)

densediffusion

Official Pytorch Implementation of DenseDiffusion (ICCV 2023)

densenet-tensorflow

Simple Tensorflow implementation of Densenet using Cifar10, MNIST

diffusion-pytorch

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