mmselfsupOpenMMLab Self-Supervised Learning Toolbox and Benchmark
Stars: ✭ 2,315 (+4351.92%)
Mutual labels: self-supervised-learning, simclr, simsiam
PASSLPASSL包含 SimCLR,MoCo v1/v2,BYOL,CLIP,PixPro,BEiT,MAE等图像自监督算法以及 Vision Transformer,DEiT,Swin Transformer,CvT,T2T-ViT,MLP-Mixer,XCiT,ConvNeXt,PVTv2 等基础视觉算法
Stars: ✭ 134 (+157.69%)
Mutual labels: self-supervised-learning, simclr
SimclrSimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Stars: ✭ 2,720 (+5130.77%)
Mutual labels: self-supervised-learning, simclr
temporal-sslVideo Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.
Stars: ✭ 46 (-11.54%)
Mutual labels: self-supervised-learning
object-aware-contrastiveObject-aware Contrastive Learning for Debiased Scene Representation (NeurIPS 2021)
Stars: ✭ 44 (-15.38%)
Mutual labels: self-supervised-learning
ccglTKDE 22. CCCL: Contrastive Cascade Graph Learning.
Stars: ✭ 20 (-61.54%)
Mutual labels: self-supervised-learning
CLMROfficial PyTorch implementation of Contrastive Learning of Musical Representations
Stars: ✭ 216 (+315.38%)
Mutual labels: self-supervised-learning
SSTDA[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)
Stars: ✭ 150 (+188.46%)
Mutual labels: self-supervised-learning
sesemisupervised and semi-supervised image classification with self-supervision (Keras)
Stars: ✭ 43 (-17.31%)
Mutual labels: self-supervised-learning
S2-BNNS2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit Neural Networks via Guided Distribution Calibration (CVPR 2021)
Stars: ✭ 53 (+1.92%)
Mutual labels: self-supervised-learning
video-pacecode for our ECCV-2020 paper: Self-supervised Video Representation Learning by Pace Prediction
Stars: ✭ 95 (+82.69%)
Mutual labels: self-supervised-learning
naruNeural Relation Understanding: neural cardinality estimators for tabular data
Stars: ✭ 76 (+46.15%)
Mutual labels: self-supervised-learning
Self-Supervised-GANsTensorflow Implementation for paper "self-supervised generative adversarial networks"
Stars: ✭ 34 (-34.62%)
Mutual labels: self-supervised-learning
CLSAofficial implemntation for "Contrastive Learning with Stronger Augmentations"
Stars: ✭ 48 (-7.69%)
Mutual labels: self-supervised-learning
ViCC[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.
Stars: ✭ 33 (-36.54%)
Mutual labels: self-supervised-learning
3DInfomaxMaking self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.
Stars: ✭ 107 (+105.77%)
Mutual labels: self-supervised-learning
barlowtwinsImplementation of Barlow Twins paper
Stars: ✭ 84 (+61.54%)
Mutual labels: self-supervised-learning
libaiLiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training
Stars: ✭ 284 (+446.15%)
Mutual labels: self-supervised-learning
SelfGNNA PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which appeared in The International Workshop on Self-Supervised Learning for the Web (SSL'21) @ the Web Conference 2021 (WWW'21).
Stars: ✭ 24 (-53.85%)
Mutual labels: self-supervised-learning
VQ-APCVector Quantized Autoregressive Predictive Coding (VQ-APC)
Stars: ✭ 34 (-34.62%)
Mutual labels: self-supervised-learning