149 Open source projects that are alternatives of or similar to Learning Via Translation

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

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

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

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

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

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

Reproduction of paper: Learning Discriminative Features with Multiple Granularities for Person Re-Identification

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

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

Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification (AAAI2019)

Transfer-Learning-Library

ImageNet-R(endition) and DeepAugment

Domain Adaptive Faster R-CNN in PyTorch

Library of transfer learners and domain-adaptive classifiers.

A Pytorch Implementation of "Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro"(ICCV17)

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

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

self-supervised domain adaptation

code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)

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

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

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

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

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

Domain-Adversarial Neural Network in Tensorflow

pytorch implementation of Domain-Adversarial Training of Neural Networks

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

This is Top 3 Code for the Person ReID Compitition of NAIC

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

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

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

Deep Transfer Learning Papers

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

Open source person re-identification library in python

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

Meta learning with BERT as a learner

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

Joint Discriminative and Generative Learning for Person Re-identification. CVPR'19 (Oral)

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

A PyTorch Detectron codebase for domain adaptation of object detectors.

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

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

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).

POT : Python Optimal Transport

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

Joint Detection and Identification Feature Learning for Person Search

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

Awesome Person Re-identification

python 3 pytorch implementation of DANN

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

ICCV2017 The Person re-ID Evaluation Code for DukeMTMC-reID Dataset (Including Dataset Download)

Awesome Multitask Learning Resources

[ACM MM 2018] Attribute-Aware Attention Model for Fine-grained Representation Learning

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

🗽 Parameter-Efficient Person Re-identification in the 3D Space 🗽

Awesome Person Re-Identification

《迁移学习简明手册》LaTex源码

SOTA Re-identification Methods and Toolbox

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