191 results found Sort:

jindongwang
transferlearning jindongwang
3.8k
13.6k
mit
339
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
paper papers survey theory few-shot deep-learning meta-learning tutorial-code generalization style-transfer domain-adaption machine-learning transferlearning domain-adaptation few-shot-learning transfer-learning domain-generalization unsupervised-learning representation-learning self-supervised-learning
Created 2017-04-30
1,176 commits to master branch, last one 2 days ago
zhaoxin94
awesome-domain-adaptation zhaoxin94
878
5.2k
mit
138
A collection of AWESOME things about domian adaptation
paper awesome-list domain-adaptation few-shot-learning image-translation optimal-transport transfer-learning zero-shot-learning adversarial-learning
Created 2018-05-13
490 commits to master branch, last one 2 months ago
thuml
Transfer-Learning-Library thuml
563
3.5k
mit
49
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
dann finetune deep-learning self-training domain-adaptation image-translation transfer-learning adversarial-learning semi-supervised-learning unsupervised-domain-adaptation out-of-distribution-generalization
Created 2020-02-14
728 commits to master branch, last one 9 months ago
jindongwang
transferlearning-tutorial jindongwang
495
2.5k
unknown
104
《迁移学习简明手册》LaTex源码
awsome tutorial domain-adaptation transfer-learning
Created 2018-04-11
106 commits to master branch, last one about a year ago
PythonOT
POT PythonOT
505
2.5k
mit
47
POT : Python Optimal Transport
emd pot python ot-solver wasserstein sinkhorn-knopp machine-learning domain-adaptation optimal-transport gromov-wasserstein sinkhorn-divergences ot-mapping-estimation numerical-optimization wasserstein-barycenter wasserstein-barycenters wasserstein-discriminant-analysis
Created 2016-10-20
1,551 commits to master branch, last one 4 days ago
artix41
awesome-transfer-learning artix41
301
1.7k
unknown
94
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
paper awesome-list domain-adaptation transfer-learning unsupervised-learning
Created 2017-10-26
158 commits to master branch, last one 3 years ago
KaiyangZhou
Dassl.pytorch KaiyangZhou
172
1.2k
mit
17
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
pytorch deep-learning computer-vision machine-learning domain-adaptation benchmark-datasets deep-neural-networks domain-generalization artificial-intelligence semi-supervised-learning
Created 2020-03-10
306 commits to master branch, last one 2 years ago
rinongal
StyleGAN-nada rinongal
147
1.2k
mit
21
This repository has no description...
stylegan domain-adaptation generative-adversarial-network
Created 2021-06-21
34 commits to main branch, last one 2 years ago
easezyc
deep-transfer-learning easezyc
205
899
mit
9
A collection of implementations of deep domain adaptation algorithms
pytorch domain-adaptation transfer-learning deep-transfer-learning
Created 2018-07-06
38 commits to master branch, last one 2 years ago
wasidennis
AdaptSegNet wasidennis
203
851
unknown
19
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
pytorch deep-learning computer-vision domain-adaptation adversarial-learning semantic-segmentation generative-adversarial-network
Created 2018-02-21
82 commits to master branch, last one 4 years ago
tim-learn
awesome-test-time-adaptation tim-learn
53
796
mit
22
Collection of awesome test-time (domain/batch/instance) adaptation methods
domain-adaptation transfer-learning distribution-shift test-time-training test-time-adaptation domain-generalization test-time-augmentation source-free-domain-adaptation continual-test-time-adaptation
Created 2021-12-14
189 commits to main branch, last one 10 days ago
BatsResearch
bonito BatsResearch
46
712
bsd-3-clause
12
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
gpt llm synthetic-data task-adaptation domain-adaptation zero-shot-learning synthetic-dataset-generation
Created 2024-02-25
27 commits to main branch, last one 3 months ago
mbs0221-mlsys
Multitask-Learning mbs0221-mlsys
144
651
unknown
28
Awesome Multitask Learning Resources
deep-learning meta-learning sparse-learning machine-learning domain-adaptation few-shot-learning transfer-learning federated-learning convex-optimization multi-task-learning
Created 2018-11-02
56 commits to master branch, last one 3 years ago
pumpikano
tf-dann pumpikano
223
630
mit
16
Domain-Adversarial Neural Network in Tensorflow
domain-adaptation tensorflow-models adversarial-learning
Created 2016-06-14
24 commits to master branch, last one 3 years ago
cs-chan
Exclusively-Dark-Image-Dataset cs-chan
104
541
bsd-3-clause
12
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-da...
exdark dataset night-images deep-learning computer-vision low-light-image image-processing object-detection domain-adaptation image-translation
Created 2018-05-28
113 commits to master branch, last one about a year ago
fungtion
DANN_py3 fungtion
100
519
mit
4
python 3 pytorch implementation of DANN
dann docker python3 pytorch domain-adaptation
Created 2019-04-29
9 commits to master branch, last one 2 years ago
corenel
pytorch-adda corenel
140
479
mit
8
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
pytorch deep-learning domain-adaptation generative-adversarial-network
Created 2017-08-17
22 commits to master branch, last one 6 years ago
yxgeee
MMT yxgeee
72
473
mit
10
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
iclr2020 person-reid cross-domain pseudo-labels image-retrieval person-retrieval domain-adaptation unsupervised-learning person-re-identification open-set-domain-adaptation unsupervised-domain-adaptation
Created 2020-01-06
20 commits to master branch, last one 4 years ago
YuejiangLIU
awesome-source-free-test-time-adaptation YuejiangLIU
45
469
unknown
14
A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation
robustness awesome-list domain-adaptation test-time-adaptation
Created 2022-01-09
50 commits to main branch, last one 6 months ago
pykale
pykale pykale
64
445
mit
12
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
python pytorch multimodal data-science deep-learning meta-learning graph-analysis computer-vision machine-learning domain-adaptation transfer-learning multimodal-learning medical-image-analysis knowledge-aware-learning
Created 2020-06-30
3,054 commits to main branch, last one 2 months ago
tim-learn
SHOT tim-learn
77
440
mit
7
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
icml-2020 pseudo-labeling domain-adaptation transfer-learning source-hypothesis-transfer partial-set-domain-adaptation source-free-domain-adaptation multi-source-domain-adaptation
Created 2020-06-14
70 commits to master branch, last one 10 months ago
KevinMusgrave
powerful-benchmarker KevinMusgrave
44
433
unknown
10
A library for ML benchmarking. It's powerful.
pytorch benchmarking deep-learning computer-vision metric-learning machine-learning domain-adaptation transfer-learning
Created 2019-11-09
895 commits to domain-adaptation branch, last one 11 months ago
naoto0804
cross-domain-detection naoto0804
77
424
unknown
11
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].
chainer cross-domain object-detection domain-adaptation weakly-supervised-learning
Created 2018-03-11
34 commits to master branch, last one 9 months ago
CVLAB-Unibo
Real-time-self-adaptive-deep-stereo CVLAB-Unibo
73
420
apache-2.0
26
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
madnet dispnet cvpr2019 tensorflow cvpr2019-oral stereo-vision domain-adaptation online-adaptation pretrained-weights deep-stereo-network unsupervised-machine-learning
Created 2018-10-12
39 commits to master branch, last one 2 years ago
DmitryRyumin
ICASSP-2023-24-Papers DmitryRyumin
17
418
mit
29
ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processi...
asr vad icassp denoising icassp2023 icassp2024 face-recognition image-generation keyword-spotting music-generation domain-adaptation generative-models language-modeling signal-processing signal-restoration speech-recognition multimodal-learning semantic-segmentation self-supervised-learning spoken-language-understanding
Created 2023-08-01
975 commits to main branch, last one 15 hours ago
wenbowen123
iros20-6d-pose-tracking wenbowen123
68
391
other
16
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
3d ycb robot robots dataset robotics tracking 6dof-pose ycb-video manipulation 6dof-tracking synthetic-data computer-vision pose-estimation domain-adaptation synthetic-domains 6d-pose-estimation human-robot-interaction
Created 2020-02-23
14 commits to master branch, last one about a year ago
layumi
Seg-Uncertainty layumi
51
387
mit
13
IJCAI2020 & IJCV2021 :city_sunrise: Unsupervised Scene Adaptation with Memory Regularization in vivo
gta5 ijcv ijcai mrnet pytorch synthia robotcar ijcai2020 cityscapes domainadaptation self-driving-car domain-adaptation transfer-learning semantic-segmentation pytorch-implementation
Created 2020-01-29
94 commits to master branch, last one 11 months ago
Junjue-Wang
LoveDA Junjue-Wang
51
366
unknown
5
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
pytorch remote-sensing domain-adaptation semantic-segmentation
Created 2021-10-13
73 commits to master branch, last one 19 days ago
Feaxure-fresh
TL-Fault-Diagnosis-Library Feaxure-fresh
40
364
unknown
5
Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
domain-adaptation transfer-learning domain-generalization partial-domain-adaptation open-set-domain-adaptation universal-domain-adaptation fault-detection-and-diagnosis
Created 2022-04-13
289 commits to main branch, last one 2 months ago
KevinMusgrave
pytorch-adapt KevinMusgrave
16
361
mit
4
Domain adaptation made easy. Fully featured, modular, and customizable.
pytorch deep-learning computer-vision machine-learning domain-adaptation transfer-learning
Created 2021-08-10
693 commits to main branch, last one about a year ago