398 results found Sort:

jindongwang
transferlearning jindongwang
3.8k
13.1k
mit
341
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
1,152 commits to master branch, last one about a month ago
PaddlePaddle
PaddleSpeech PaddlePaddle
1.8k
10.5k
apache-2.0
184
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation a...
asr kws tts vocoder whisper wav2vec2 conformer code-switch transformer streaming-asr streaming-tts voice-cloning speech-alignment speech-synthesis voice-recognition speech-recognition speech-translation sound-classification punctuation-restoration self-supervised-learning
Created 2017-11-14
4,748 commits to develop branch, last one 7 days ago
KevinMusgrave
pytorch-metric-learning KevinMusgrave
656
5.9k
mit
63
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
pytorch embeddings deep-learning computer-vision image-retrieval metric-learning machine-learning contrastive-learning deep-metric-learning self-supervised-learning
Created 2019-10-23
1,215 commits to master branch, last one 2 months ago
google-research
simclr google-research
620
4.0k
apache-2.0
47
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
simclr simclrv2 computer-vision contrastive-learning unsupervised-learning representation-learning self-supervised-learning
Created 2020-03-10
40 commits to master branch, last one about a year ago
open-mmlab
mmpretrain open-mmlab
1.0k
3.3k
apache-2.0
31
OpenMMLab Pre-training Toolbox and Benchmark
mae beit clip moco resnet pytorch convnext mobilenet multimodal deep-learning swin-transformer pretrained-models vision-transformer image-classification constrastive-learning masked-image-modeling self-supervised-learning
Created 2020-07-09
973 commits to main branch, last one 5 months ago
open-mmlab
mmselfsup open-mmlab
426
3.1k
apache-2.0
44
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
mae beit moco simclr pytorch simsiam masked-image-modeling unsupervised-learning self-supervised-learning
Created 2020-06-12
654 commits to main branch, last one about a year ago
lightly-ai
lightly lightly-ai
246
2.8k
mit
26
A python library for self-supervised learning on images.
pytorch embeddings deep-learning computer-vision machine-learning contrastive-learning self-supervised-learning
Created 2020-10-13
1,192 commits to master branch, last one 10 hours ago
s3prl
s3prl s3prl
478
2.2k
apache-2.0
45
Self-Supervised Speech Pre-training and Representation Learning Toolkit
apc cpc pase tera wavlm decoar hubert vq-apc decoar2 wav2vec data2vec wav2vec2 mockingjay vq-wav2vec distilhubert unispeech-sat speech-pretraining speech-representation representation-learning self-supervised-learning
Created 2019-07-15
3,172 commits to main branch, last one 8 days ago
tinghuiz
SfMLearner tinghuiz
554
1.9k
mit
78
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
deep-learning visual-odometry depth-prediction unsupervised-learning self-supervised-learning
Created 2017-04-25
31 commits to master branch, last one 2 years ago
tinyvision
SOLIDER tinyvision
341
1.9k
apache-2.0
130
A Semantic Controllable Self-Supervised Learning Framework to learn general human representations from massive unlabeled human images, which can benefit downstream human-centric tasks to the maximum e...
cvpr2023 human-centric self-supervised-learning
Created 2022-12-07
23 commits to main branch, last one 11 months ago
divelab
DIG divelab
277
1.8k
gpl-3.0
30
A library for graph deep learning research
3d-graph deep-learning explainable-ml graph-generation graph-neural-network self-supervised-learning
Created 2020-10-30
1,083 commits to dig-stable branch, last one 4 months ago
alibaba
EasyCV alibaba
191
1.7k
apache-2.0
31
An all-in-one toolkit for computer vision
pytorch transformers classification computer-vision object-detection vision-transformer self-supervised-learning
Created 2022-04-02
302 commits to master branch, last one 2 months ago
lucidrains
byol-pytorch lucidrains
239
1.7k
mit
25
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
deep-learning artificial-intelligence self-supervised-learning
Created 2020-06-16
69 commits to master branch, last one about a month ago
ChandlerBang
awesome-self-supervised-gnn ChandlerBang
165
1.5k
unknown
52
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
pretraining graph-mining pre-training deep-learning machine-learning graph-neural-networks self-supervised-learning graph-self-supervised-learning
Created 2020-05-27
259 commits to master branch, last one 4 months ago
keyu-tian
SparK keyu-tian
81
1.4k
mit
26
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling...
cnn mae ssl bert iclr convnet pytorch iclr2023 pretrain mask-rcnn pretraining deep-learning object-detection pre-trained-model masked-autoencoder sparse-convolution instance-segmentation masked-image-modeling self-supervised-learning convolutional-neural-networks
Created 2023-01-05
90 commits to main branch, last one 5 months ago
vturrisi
solo-learn vturrisi
180
1.4k
mit
12
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
mae byol dino moco swav nnclr ressl simclr vicreg pytorch simsiam vibcreg deepcluster nvidia-dali barlow-twins pytorch-lightning transformer-models contrastive-learning masked-input-prediction self-supervised-learning
Created 2021-03-06
378 commits to main branch, last one 5 months ago
wvangansbeke
Unsupervised-Classification wvangansbeke
267
1.3k
other
54
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
moco simclr eccv2020 eccv-2020 clustering contrastive-learning image-classification unsupervised-learning representation-learning self-supervised-learning
Created 2020-03-16
45 commits to master branch, last one about a year ago
LirongWu
awesome-graph-self-supervised-learning LirongWu
162
1.3k
unknown
16
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
pre-training pretext-task deep-learning machine-learning data-augmentation transfer-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning
Created 2019-05-24
44 commits to main branch, last one 3 months ago
TorchSSL
TorchSSL TorchSSL
186
1.3k
mit
14
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
pytorch toolkit codebase deep-learning computer-vision machine-learning self-supervised-learning semi-supervised-learning
Created 2021-10-12
105 commits to main branch, last one 10 months ago
MCG-NJU
VideoMAE MCG-NJU
124
1.3k
other
16
[NeurIPS 2022 Spotlight] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
mae pytorch transformer neurips-2022 video-analysis video-transformer action-recognition masked-autoencoder vision-transformer video-understanding self-supervised-learning video-representation-learning
Created 2022-03-23
64 commits to main branch, last one about a year ago
ViTAE-Transformer
ViTPose ViTAE-Transformer
172
1.2k
apache-2.0
22
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
mae pytorch distillation deep-learning pose-estimation vision-transformer self-supervised-learning
Created 2022-04-27
19 commits to main branch, last one about a year ago
asheeshcric
awesome-contrastive-self-supervised-learning asheeshcric
122
1.2k
unknown
37
A comprehensive list of awesome contrastive self-supervised learning papers.
deep-learning transfer-learning unsupervised-learning hacktoberfest-accepted representation-learning self-supervised-learning
Created 2020-06-10
72 commits to master branch, last one about a month ago
openvinotoolkit
training_extensions openvinotoolkit
436
1.1k
apache-2.0
46
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
automl pytorch datumaro openvino quantization deep-learning computer-vision machine-learning object-detection anomaly-detection transfer-learning action-recognition image-segmentation image-classification incremental-learning self-supervised-learning semi-supervised-learning neural-networks-compression hyper-parameter-optimization
Created 2018-10-26
570 commits to develop branch, last one 16 hours ago
microsoft
SimMIM microsoft
81
886
mit
22
This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".
swin-transformer image-classification masked-image-modeling self-supervised-learning
Created 2021-11-18
10 commits to main branch, last one about a year ago
PaddlePaddle
PaddleHelix PaddlePaddle
189
800
apache-2.0
25
Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集
ddi dti ppi biocomputing deeplearning graph-networks protein-design molecule-design protein-docking protein-folding machine-learning representation-learning rna-structure-prediction self-supervised-learning protein-structure-prediction
Created 2020-11-21
813 commits to dev branch, last one 29 days ago
zhirongw
lemniscate.pytorch zhirongw
133
738
unknown
11
Unsupervised Feature Learning via Non-parametric Instance Discrimination
nce pytorch cvpr2018 imagenet deep-learning computer-vision unsupervised-learning representation-learning self-supervised-learning
Created 2018-05-04
21 commits to master branch, last one 3 years ago
jackroos
VL-BERT jackroos
110
736
mit
14
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
bert pytorch vl-bert iclr2020 pre-training vision-and-language representation-learning self-supervised-learning
Created 2019-11-22
25 commits to master branch, last one 3 years ago
YyzHarry
imbalanced-semi-self YyzHarry
116
733
mit
14
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
neurips long-tail neurips-2020 unlabeled-data class-imbalance imbalanced-data imbalanced-learning long-tailed-recognition self-supervised-learning semi-supervised-learning imbalanced-classification
Created 2020-09-04
22 commits to master branch, last one 3 years ago
yueliu1999
Awesome-Deep-Graph-Clustering yueliu1999
136
733
mit
20
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
gcn surveys clustering data-mining deep-learning deep-clustering graph-embedding graphclustering machine-learning network-embedding graph-neural-networks data-mining-algorithms representation-learning self-supervised-learning graph-convolutional-networks
Created 2021-11-24
400 commits to main branch, last one 3 days ago
MrGiovanni
ModelsGenesis MrGiovanni
139
725
other
15
[MICCAI 2019] [MEDIA 2020] Models Genesis
3d-model fine-tuning foundation-models pre-trained-model transfer-learning representation-learning self-supervised-learning
Created 2019-07-24
271 commits to master branch, last one 4 months ago