Shengjia Zhang's repositories
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
Contrastive-Adaptation-Network-for-Unsupervised-Domain-Adaptation
pytorch implementation for Contrastive Adaptation Network
darts
Differentiable architecture search for convolutional and recurrent networks
distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
DSAN
Adapt DSAN to covid CT classification in UDA task.
EigenDamage
Official implementation of the ICML'19 paper "EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis".
enas
TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
eulerian-magnification
A tool to discover hidden variation in video.
GVB
Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)
Markov_GameTheory
Game theory project, markov, reinforcement learning
mean-teacher
A state-of-the-art semi-supervised method for image recognition
nasbench
NASBench: A Neural Architecture Search Dataset and Benchmark
Net_Pruning
Apply network pruning to classification(Unet/Unet++)&segmentation(DenseNet) task on Database.
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
PC-DARTS
PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search
pytorch-nested-unet
PyTorch implementation of UNet++ (Nested U-Net).
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
retina-unet
Retina blood vessel segmentation with a convolutional neural network
SAN
Exploring Self-attention for Image Recognition, CVPR2020.
SEAM
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)
tensorflow-deeplab-resnet
DeepLab-ResNet rebuilt in TensorFlow
TSA
Code release for "Transferable Semantic Augmentation for Domain Adaptation" (CVPR 2021)
Ubuntu-
记录与Ubuntu平台发生的故事
UFDN
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation