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Search results for transfer learning domain adaptation

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82 search results found

Transferlearning ⭐ 12,494

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

Awesome Domain Adaptation ⭐ 4,822

A collection of AWESOME things about domian adaptation

Transfer Learning Library ⭐ 2,883

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

Transferlearning Tutorial ⭐ 2,344

《迁移学习简明手册》LaTex源码

Awesome Transfer Learning ⭐ 1,539

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

Deep Transfer Learning ⭐ 517

A collection of implementations of deep domain adaptation algorithms

Powerful Benchmarker ⭐ 426

A library for ML benchmarking. It's powerful.

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

Transfer Learning Library

Awesome Test Time Adaptation ⭐ 378

Collection of awesome test-time (domain/batch/instance) adaptation methods

Multitask Learning ⭐ 374

Awesome Multitask Learning Resources

Seg Uncertainty ⭐ 374

IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

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

Awesome Domain Adaptation Python Toolbox

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

Pytorch Adapt ⭐ 234

Domain adaptation made easy. Fully featured, modular, and customizable.

Transfer Learning Materials ⭐ 227

resource collection for transfer learning!

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

Tlbook Code ⭐ 163

Code for Transfer Learning book--《迁移学习导论》配套代码

Everypixelmatters ⭐ 150

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

Tl Bearing Fault Diagnosis ⭐ 135

Bearing Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization

Transvae ⭐ 108

[NeurIPS'23] Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective

Ddc Transfer Learning ⭐ 84

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

Moving Semantic Transfer Network ⭐ 82

Tensorflow codes for ICML2018, Learning Semantic Representations for Unsupervised Domain Adaptation

Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".

Awesome Artificial Intelligence Research ⭐ 80

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

Transformers Domain Adaptation ⭐ 79

Adapt Transformer-based language models to new text domains

[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data

Ssda Yolo ⭐ 77

Codes for my paper "SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection"

Convolutional Handwriting Gan ⭐ 75

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

Shot Plus ⭐ 73

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

Deep Transfer Learning ⭐ 71

Deep Transfer Learning Papers

Transfer Learning Fault Diagnosis Pytorch ⭐ 54

A transfer learning fault diagnosis repository covering popular algorithms

Library of transfer learners and domain-adaptive classifiers.

Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)

Adapting Ocr ⭐ 49

Pytorch implementation of our paper: Adapting OCR with Limited Labels

Official Implementation of One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

Unsupervised Domain Adaptation with Moment Alignment Neural Networks (Keras)

Cross Domain_ner ⭐ 45

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

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

codes for Heuristic Domain Adaptation (NeurIPS2020)

Ieee_tnnls_tstnet ⭐ 42

Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.

Cv_dl_gather ⭐ 42

Gather research papers, corresponding codes (if having), reading notes and any other related materials about Hot🔥🔥🔥 fields in Computer Vision based on Deep Learning.

Proglearn ⭐ 33

NeuroData's package for exploring and using progressive learning algorithms

Code of TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation, WACV 2023

Benchmarktransferlearning ⭐ 30

Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis

[ICLR 2022] Graph-Relational Domain Adaptation

code released for our CVPR 2021 paper "Domain Adaptation with Auxiliary Target Domain-Oriented Classifier"

Meta Learning Progress ⭐ 26

Repository to track the progress in Meta-Learning (MtL), including the datasets and the current state-of-the-art for the most common MtL problems.

Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification

Muad Dataset ⭐ 23

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

[IEEE TETCI] "ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training"

DIRL: Domain-Invariant Representation Learning

[CVPR 2023] The official repository of our paper "Upcycling Models under Domain and Category Shift"

Structural Correspondence Learning Scl ⭐ 19

The code base for the SCL implementation used in "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017 and in "Pivot Based Language Modeling for Improved Neural Domain Adaptation", NAACL 2018

[IEEE T-IP 2021] Semantics-aware Adaptive Knowledge Distillation for Cross-modal Action Recognition

Transfer Learning ⭐ 18

tags: transfer learning, domain adaptation, finetuning, one-shot learning, zero-shot learning.

"SSHT" (Semi-supervised Source Hypothesis Transfer.)

Task Conditioned ⭐ 15

This source code implements our ECCV paper "task-conditioned domain adaptation for pedestrian detection in thermal imagery".

Awesome Transfer Learning On Graph ⭐ 13

A curated paper list about transfer learning (mainly domain adaption) on graphs. Graph transfer learning (Graph domain adaption).

Transfertools ⭐ 13

Python toolbox for transfer learning.

Neural Scl Domain Adaptation ⭐ 13

The code base for the article "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017

code for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"

Crossdomainfaultdiagnosis ⭐ 11

Repository containing the code for the experiments and examples of my Bachelor Thesis: Cross Domain Fault Detection through Optimal Transport

Wbtransport ⭐ 11

This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic Adaptation" at ICASSP21 and "Wasserstein Barycenter for Multi-Source Domain Adaptation" in CVPR21

Transfer Learning Trends ⭐ 10

A collection of trends about transfer learning

Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation (ICCV 2021; Oral)

Learning Transferable Subspace For Human Motion Segmentation ⭐ 9

TSS Action Segmentation: Transfer learning based action segmentation in temporal space

Discriminatordomainadaptation ⭐ 8

Unit Mnist Svhn ⭐ 8

Implementation of Unsupervised Image-to-Image Translation Networks paper

Pblm Domain Adaptation ⭐ 8

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

T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition (EACL 2021)

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

On_the_utility_of_synthetic_data ⭐ 7

Code release for "A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation", accepted by CVPR2023.

Domain Adaptation Amazon Reviews Papers ⭐ 7

Resources of domain adaptation papers on sentiment analysis that have used Amazon reviews

Nt Benchmark ⭐ 7

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

Class Overwhelms Mutual Conditional Blended Target Domain Adaptation ⭐ 6

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

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

Re Implementations Of Sda ⭐ 5

This repository integrates the codes for some fantastic shallow domain adaptation methods.

The github repository of the paper "Noise Transfer for Unsupervised Domain Adaptation of Retinal OCT Images" that was accepted at MICCAI 2022.

HierMUD: a Hierarchical Multi-task Unsupervised Domain adaptation framework

Federated Knowledge Alignment ⭐ 5

Chapter11 ⭐ 5

Chapter 11: Transfer Learning/Domain Adaptation

Related Searches

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