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372 search results found

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

A DIRT-T Approach to Unsupervised Domain Adaptation for Pytorch

Pblm Domain Adaptation ⭐ 8

The code base for the article "Pivot Based Language Modeling for Improved Neural Domain Adaptation", NAACL 2018

Adamatch Pytorch ⭐ 8

A PyTorch implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

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'

Pytorch implementation for "Dynamic Instance Domain Adaptation" (DIDA-Net, accepted to IEEE T-IP).

Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation

Dg Net Pp ⭐ 8

Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification. ECCV'20 (Oral)

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

Meta Transformer Amc ⭐ 8

Meta-Transformer: A meta-learning framework for scalable automatic modulation classification

Implementation of paper multi-source distilling domain adaptation

To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors, WACV 2022

Ss Da Consistency ⭐ 8

Self-Supervised Domain Adaptation with Consistency Training

Domain_adaptation_of_linear_classifiers ⭐ 8

Learning algorithm described in "A New PAC-Bayesian Perspective on Domain Adaptation" (see http://arxiv.org/abs/1506.04573)

Unsupervisedjpegdomainadaptation ⭐ 8

Official implementation of the article "Unsupervised JPEG Domain Adaptation For Practical Digital Forensics"

Xrce_msda_da_regularization ⭐ 8

Regularized marginalized Stacked Denoising Autoencoders for Domain Adaptation

Associative Domain Adaptation ⭐ 7

A simple domain adaptation example

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

Nt Benchmark ⭐ 7

A Benchmark to Study Negative Transfer https://ieeexplore.ieee.org/document/9938381

GDmicro - Use GCN and Deep adaptation network to classify host disease status based on human gut microbiome data.

Code for the paper Deep Joint Two-stream Wasserstein Auto-Encoder and Selective Attention Alignment for Unsupervised Domain Adaptation

Unified Continual Learning ⭐ 7

[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm

Unsupervised Domain Adaptation by Backpropagation

Multiple Domain Matching Network ⭐ 7

Extracting Relationships by Multi-Domain Matching

Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation (AAAI 2021)

Star Framework ⭐ 7

Code for L2ID CVPRW 2021 paper Improving Semi-Supervised Domain Adaptation Using Effective Target Selection and Semantics

Code for ASFA ("Privacy-Preserving Domain Adaptation for Motor Imagery-based Brain-Computer Interfaces")

Bdann Ijcnn2020 ⭐ 7

Source code for IJCNN 2020 paper "BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection"

[ICML22] Balancing Discriminability and Transferability for Source-Free Domain Adaptation

[ECCV2022] 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling

Domain Adversarial Neural Network ⭐ 7

Implementation of Domain Adversarial Neural Network in Tensorflow

A tensorflow implement of Adversarial Discriminative Domain Adaptation

[AAAI 2024] Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization

Afterv1.0 ⭐ 6

Python source code for EMNLP 2020 Findings paper: "Domain Adversarial Fine-Tuning as an Effective Regularizer".

Mean Teacher Cross Domain Detection ⭐ 6

Implementation of 'Exploring Object Relation in Mean Teacher for Cross-Domain Detection' [CVPR 2019]

Code release for Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering (TPAMI 2022).

The code of "Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering", ECML-PKDD 2020.

Domain Adaptation ⭐ 6

Implementation of a domain adaptation neural networks on the MNIST and SVHN datasets.

Domain Adaptation For Segmentation Toolbox ⭐ 6

domain adaptation for segmentation toolbox(Pytorch) - deeplabev2, adaptsegnet...etc

The Official Code for Cross-Modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning

PAC-Bayesian Domain Adaptation (aka PBDA) -- machine learning algorithm

Conditional Domain Adaptation GANs in Pytorch

Suggestion Mining Semeval19 ⭐ 6

Our submission for Semantic Evaluation 2019 - Task 9 - Suggestion Mining

Class Overwhelms Mutual Conditional Blended Target Domain Adaptation ⭐ 6

[AAAI2023] Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation

Semi-Supervised Domain Adaptation with Source Label Adaptation, accepted to CVPR 2023

Simpleclassification ⭐ 6

Simple Text Classification[WIP]

Adda Pytorch ⭐ 6

Implementation of Adverserial Discriminative Domain Adaptation from https://arxiv.org/abs/1702.05464

from Chen, Minmin <Marginalized Denoising Autoencoders for Domain Adaptation>

Robust Optimal Transport code

Disclusterda ⭐ 6

Code release for Unsupervised Domain Adaptation via Distilled Discriminative Clustering published by Pattern Recognition in 2022

Anime Face Faster Rcnn Da.pytorch ⭐ 6

Domain Adaptation for anime face detection

On The Fly Adaptation ⭐ 5

Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"

Cross Dataset Mood Prediction ⭐ 5

The source code of "Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation"

DA-AIM: Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection

Dual Domain Synthesis ⭐ 5

Source Code for Dual-Domain Image Synthesis Using Segmentation-Guided GAN

Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation

Code implementation of our BMVC 2022 paper: Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition

Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation (NeurIPS 2022)

Multi-Level Self-Supervised Learning for Domain Adaptation: MxNet Implementation

Companion repository for the paper "Continual Self-supervised Domain Adaptation for End-to-end Speaker Diarization"

Adversarial_da_icvgip18 ⭐ 5

Source Code for the paper "Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach"

This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.

The implementation of the DAAN method accompanies ECCV 2020 paper at https://link.springer.com/chapter/10.1007/978-3-03

Disentangled Synthesis for Domain Adaptation

Official implementation of "Self-training Guided Adversarial Domain Adaptation For Thermal Imagery". CVPR 2021 PBVS.

Co Regularized Alignment For Domain Adaptation ⭐ 5

This is an UNOFFICIAL implemnetation of Co-regularized Alignment for Unsupervised Domain Adaptation. See https://arxiv.org/pdf/1811.05443.pdf for original paper.

Official Implementation of "Domain Adaptive Few-Shot Open-Set Learning" in IEEE/CVF International Conference on Computer Vision (ICCV'23)

The Drug Response Prediction 2022 project in Computational Biology and Artificial Intelligence (COMBINE) Laboratory, McGill University.

Prior Knowledge Guided Unsupervised Domain Adaptation (ECCV 2022)

Global-Local Regularization Via Distributional Robustness (AISTATS 2023)

Deepmergedomainadaptation ⭐ 5

Fisher deep domain adaptation for astronomy - galaxy mergers

Master's Final Project: Adversarial Domain Adaptation Super Resolution

Implementation of Unsupervised Domain Adaptation by Backpropagation (Y.Ganin & V.Lempitsky ICML'15)

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