117 Open source projects that are alternatives of or similar to Crst

Transfer-Learning-Library

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

Repository of the paper "Generalizing Person Re-Identification by Camera-Aware Instance Learning and Cross-Domain Mixup"

Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

Robustness and adaptation of ImageNet scale models. Pre-Release, stay tuned for updates.

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Domain-Adversarial Neural Network in Tensorflow

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18

Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

Code for Langer et al. "Domain Transfer for Semantic Segmentation of LiDAR Data using Deep Neural Networks", IROS, 2020.

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

Domain adaptation networks for digit recognitioning

Deep Transfer Learning Papers

Meta learning with BERT as a learner

VR-Caps: A Virtual Environment for Active Capsule Endoscopy

Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)

self-supervised domain adaptation

Domain Adaptive Faster R-CNN in PyTorch

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

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

POT : Python Optimal Transport

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

A PyTorch Detectron codebase for domain adaptation of object detectors.

pytorch implementation of Domain-Adversarial Training of Neural Networks

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

Awesome Multitask Learning Resources

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation

A collection of implementations of deep domain adaptation algorithms

python 3 pytorch implementation of DANN

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

ImageNet-R(endition) and DeepAugment

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

Awesome Domain Adaptation Python Toolbox

Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation, to be presented at ICCV 2019.

AutoDIAL Caffe Implementation

Library of transfer learners and domain-adaptive classifiers.

Framework to learn Named Entity Recognition models without labelled data using weak supervision.

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

《迁移学习简明手册》LaTex源码

Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://www.atapour.co.uk/papers/CVPR2018.pdf).

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