ACORN: Adaptive Coordinate Networks for Neural Scene Representation | SIGGRAPH 2021
Repositories
chuanli11 repositories
Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
Code for paper Fine-tune BERT for Extractive Summarization
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
code for paper "Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis"
Blind Face Restoration via Deep Multi-scale Component Dictionaries (ECCV 2020)
Deep Learning Examples
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Example models using DeepSpeed
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
Distributed Tensorflow best practices template using Tensorflow Estimator API
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
FaRL for Facial Representation Learning
Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".
Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks