lhl0796

UA-MT

code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

COPLE-Net

COVID-19 Pneumonia Lesion segmentation network

KD_UDA

ASANet

The code and trained models of: Affinity Space Adaptation for Semantic Segmentation Across Domains.

classnet

Tricks-of-Semi-supervisedDeepLeanring-Pytorch

PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch

noisystudent

Code for Noisy Student Training. https://arxiv.org/abs/1911.04252

MADA

EveryPixelMatters

Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"

domainadaptation

Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".

SEANet

[AAAI 2019] Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation

self-adapting-confidence

ECCV 2020: "Self-adapting confidence estimation for stereo"

CCNN-Tensorflow

Learning from scratch a confidence measure

Adversarial-Semisupervised-Semantic-Segmentation

Pytorch Implementation of "Adversarial Learning For Semi-Supervised Semantic Segmentation" for ICLR 2018 Reproducibility Challenge

AdvSemiSeg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

mono-uncertainty

CVPR 2020 - On the uncertainty of self-supervised monocular depth estimation

MMT-plus

[VisDA-2020 (ECCVW)] Improved Mutual Mean-Teaching for Unsupervised Domain Adaptive Re-ID (Top-performing Solution).

TA3N

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

DESC

PyTorch implementation for DESC - BMVC20 (Oral) & IJCV22

SANet

SCL

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

Discriminative-Feature-Alignment

Discriminative Feature Alignment for Unsupervised Domain Adaptation

CLAN

( TPAMI2022 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

LearnToPayAttention

a tensorflow implementation of ICLR 2018 paper Learn To Pay Attention

regression-prior-networks

An official PyTorch implementation of "Regression Prior Networks" for effective runtime uncertainty estimation.

SPNet

Code for our CVPR2020 paper "Strip Pooling: Rethinking Spatial Pooling for Scene Parsing"

FCRN_pytorch

Pytorch Implementation of Deeper Depth Prediction with Fully Convolutional Residual Networks

PositionalEncoding2D

A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.

Stand-Alone-Self-Attention

Implementing Stand-Alone Self-Attention in Vision Models using Pytorch