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72 search results found

Transfer Learning Library ⭐ 2,559

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

Tf Dann ⭐ 580

Domain-Adversarial Neural Network in Tensorflow

Exclusively Dark Image Dataset ⭐ 390

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

Pytorch Domain Adaptation ⭐ 357

A collection of implementations of adversarial domain adaptation algorithms

Dann_py3 ⭐ 298

python 3 pytorch implementation of DANN

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

Iros20 6d Pose Tracking ⭐ 276

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

Squeezesegv2 ⭐ 205

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

Universal Domain Adaptation ⭐ 190

Code release for Universal Domain Adaptation(CVPR 2019)

Meta Selflearning ⭐ 175

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

Everypixelmatters ⭐ 150

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

(ICCV'19 Oral) Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation

Combogan ⭐ 128

Opencompounddomainadaptation Ocda ⭐ 125

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

Contrastive Adaptation Network For Unsupervised Domain Adaptation ⭐ 108

pytorch implementation for Contrastive Adaptation Network

[ICML 2020] Continuously Indexed Domain Adaptation

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

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

Synlidar ⭐ 88

SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)

Convolutional Handwriting Gan ⭐ 75

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

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

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

Transferring Gans ⭐ 48

Cross Domain_ner ⭐ 45

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

codes for Heuristic Domain Adaptation (NeurIPS2020)

Da Retinanet ⭐ 43

Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'

Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.

(ECCV 2020) Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation

Code for "Adversarial-Learned Loss for Domain Adaptation"(AAAI2020) in PyTorch.

Crossner ⭐ 29

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

We extend the SPGAN (our prior work in CVPR2018) to an end-to-end version, named eSPGAN. https://arxiv.org/pdf/1811.10551.pdf

implement for paper Rethinking Domain Adaptation Blending target Domain Adaptation by Adversarial Meta Adaptation Network

Self Supervised Da ⭐ 23

self-supervised domain adaptation

repository for Universal Domain Adaptation through Self-supervision

Deep Unsupervised Domain Adaptation ⭐ 20

Pytorch implementation of four neural network based domain adaptation techniques: DeepCORAL, DDC, CDAN and CDAN+E. Evaluated on benchmark dataset Office31.

Dann Mnist ⭐ 19

这是论文Unsupervised Domain Adaptation by Backpropagation的复现代码，并完成了MNIST与MNIST-M数据集迁移，master

Pvl8dagans ⭐ 14

Code of work Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection

Attending to Discriminative Certainty for Domain Adaptation

Muad Dataset ⭐ 14

MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]

Unlearning_for_mri_harmonisation ⭐ 13

Code for implementation of Unlearning Scanner Bias for MRI Harmonisation

Light Estimation ⭐ 12

Face Lighting estimation using GANs

Domain Adaptation for Semantic Segmentation at Nighttime

Awesome Vqg ⭐ 9

Visual Question Generation reading list

Dann Mnist Tf2 ⭐ 8

这是论文Unsupervised Domain Adaptation by Backpropagation的复现tf2代码，并完成了MNIST与MNIST-M数据集之间的迁移训

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments ⭐ 8

Codebase for the paper 'BoMuDA: Boundless Multi-Source Domain Adaptive Segmentation in Unstructured Environments'

Discriminatordomainadaptation ⭐ 8

Unsupervised Domain Adaptation by Backpropagation

Domain Adversarial Neural Network ⭐ 7

Implementation of Domain Adversarial Neural Network in Tensorflow

Transferable Feature Representation for Visible-to-Infrared Cross-Dataset Human Action Recognition (Complexity 2018)

Anime Face Faster Rcnn Da.pytorch ⭐ 6

Domain Adaptation for anime face detection

Unsupervised Domain Adaptation For Plant Organ Counting

Civic_issue_dataset ⭐ 5

Civic Issue Detection Dataset from Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues

RoCoG-v2 (Robot Control Gestures) is a dataset intended to support the study of synthetic-to-real and ground-to-air video domain adaptation.

Dann Pytorch ⭐ 4

Implementation of DANN with pytorch

Domain Specific Qa ⭐ 4

Extracting six domain-specific QA datasets from MS MARCO

[ICRA2020] Multispectral Domain Invariant Image for Retrieval-based Place Recognition

Gta Domain Adaptation ⭐ 4

ECE 285 Course Project on Adversarial Domain Adaptation using Image Translation for Synthetic Data.

D Sne Pytorch ⭐ 4

A PyTorch port of the existing MXNet implementation for the 2019 CVPR paper "d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding."

Variational Adversarial Deep Domain Adaptation implementation (TensorFlow 1.x)

Officecaltechdomainadaptation ⭐ 4

Code, Images and Features for the Domain Adaptation benchmark dataset Office-Caltech

Gradual_domain_adaptation ⭐ 4

Imagenet Models On Domain Adaptation ⭐ 3

Human Activity Recognition With Python

Illness Dataset ⭐ 3

A dataset for evaluating text classification, domain adaptation, and active learning models

Sim2realdistributionaligneddataset ⭐ 3

Sim-to-Real Distribution-Aligned Dataset (S2R-DAD) for Domain Shift and Domain Adaptation Analysis

Text Adda ⭐ 2

Adversarial Discriminative Domain Adaptation for Text Dataset with BERT

Multi View Da ⭐ 2

Modified AdaptSegNet architecture for front to top domain adaptation

Dublincelldataset ⭐ 2

Attention Aware Vpr ⭐ 2

Twitter Sentiment Analyzer ⭐ 2

A Twitter sentiment analyzer implemented using python(sklearn) and supplemented with domain adaptation later.

Fada_on_offfice Home ⭐ 2

pytorch 1.0 implementation on Few-shot adversarial domain adaptation[1] on office-home[2] dataset

Forgery Classification Via Domain Adaptation ⭐ 2

Classifying Forged vs Authentic using Domain Adaptation across in new domains in unsupervised settings

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