Yidan-Zhang

stable-diffusion

A latent text-to-image diffusion model

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

awesome-rl

Reinforcement learning resources curated

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Practical_RL

A course in reinforcement learning in the wild

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

RePaint

Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022

Res2Net-PretrainedModels

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

Medical-Transformer

Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021

ContrastiveSeg

ICCV2021 (Oral) - Exploring Cross-Image Pixel Contrast for Semantic Segmentation

ddpm-segmentation

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

Reinforcement-Implementation

Implementation of benchmark RL algorithms

P3M

[ACM MM 2021] Privacy-Preserving Portrait Matting

Diffusion-based-Segmentation

This is the official Pytorch implementation of the paper "Diffusion Models for Implicit Image Segmentation Ensembles".

ddpm-cd

Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

FastMVSNet

[CVPR'20] Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement

Reinforcement-learning-with-PyTorch

Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch

diffusion_priors

Using pre-trained Diffusion models as priors for inference tasks

IEEE_TIP_UIU-Net

Xin Wu, Danfeng Hong, Jocelyn Chanussot. UIU-Net: U-Net in U-Net for Infrared Small Object Detection, IEEE Trans. Image. Process., 2022, 32: 364-376.

DLSN

This project is for DLSN introduced in the following paper "Global Learnable Attention for Single Image Super-Resolution".

open-sirst-v2

Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Boundary-Guided-Context-Aggregation

Code for BMVC2021 paper "Boundary Guided Context Aggregation for Semantic Segmentation"

open-deepinfrared

Diffusion_ViT

PyTorch Implementation of "Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion Model"

awesome-nerf-3d-reconstruction

spatial_attention

Visual Navigation with Spatial Attention