GuangxiaoSong

GuangxiaoSong's Stars

• MTG/mtg-jamendo-dataset

  Metadata, scripts and baselines for the MTG-Jamendo dataset

  Language:Python26437

• Res2Net/Res2Net-PretrainedModels

  (ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

  Language:Python1.1k214

• yhenon/pytorch-retinanet

  Pytorch implementation of RetinaNet object detection.

  Language:Python2.1k664

• MadryLab/mnist_challenge

  A challenge to explore adversarial robustness of neural networks on MNIST.

  Language:Python725178

• MadryLab/robustness_applications

  Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"

  Language:Jupyter Notebook12827

• zihangdai/xlnet

  XLNet: Generalized Autoregressive Pretraining for Language Understanding

  Language:Python6.2k1.2k

• kymatio/kymatio

  Wavelet scattering transforms in Python with GPU acceleration

  Language:Python754138

• facebookresearch/Detectron

  FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

  Language:Python26.2k5.5k

• jalola/improved-wgan-pytorch

  Improved WGAN in Pytorch

  Language:Python43967

• SaoYan/DnCNN-PyTorch

  PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

  Language:Python401115

• heykeetae/Self-Attention-GAN

  Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

  Language:Python2.5k472

• wenbihan/reproducible-image-denoising-state-of-the-art

  Collection of popular and reproducible image denoising works.

  2.4k509

• brain-research/self-attention-gan

  Language:Python993175

• js3611/Deep-MRI-Reconstruction

  Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction: Implementation & Demo

  Language:Python318103

• Evolving-AI-Lab/ppgn

  Code for paper "Plug and Play Generative Networks"

  Language:Python540102

• NVlabs/noise2noise

  Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

  Language:Python1.4k309

• atiyo/deep_image_prior

  Image reconstruction done with untrained neural networks.

  Language:Python21229

• DmitryUlyanov/deep-image-prior

  Image restoration with neural networks but without learning.

  Language:Jupyter Notebook7.8k1.4k

• utkuozbulak/pytorch-cnn-visualizations

  Pytorch implementation of convolutional neural network visualization techniques

  Language:Python7.8k1.5k

• infocusp/tf_cnnvis

  CNN visualization tool in TensorFlow

  Language:Python781209

• jadore801120/attention-is-all-you-need-pytorch

  A PyTorch implementation of the Transformer model in "Attention is All You Need".

  Language:Python8.8k2k

• DenisTome/Lifting-from-the-Deep-release

  Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

  Language:Python450133

• CMU-Perceptual-Computing-Lab/openpose

  OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

  Language:C++30.9k7.8k

• faif/python-patterns

  A collection of design patterns/idioms in Python

  Language:Python40.2k6.9k

• MorvanZhou/PyTorch-Tutorial

  Build your neural network easy and fast, 莫烦Python中文教学

  Language:Jupyter Notebook8.1k3.1k

• lennylxx/ipv6-hosts

  Fork of https://code.google.com/archive/p/ipv6-hosts/, focusing on automation

  Language:Python4.5k1k

• mdeff/fma

  FMA: A Dataset For Music Analysis

  Language:Jupyter Notebook2.2k432

• gokceneraslan/awesome-deepbio

  A curated list of awesome deep learning applications in the field of computational biology

  1.9k316

• fwang91/residual-attention-network

  Residual Attention Network for Image Classification

  549212

• harvardnlp/struct-attn

  Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

  Language:Lua23640