self-supervised-learning · GitHub Topics

google-research / simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning 机器视觉 simclrv2

Jupyter Notebook 4.35 k

2 年前

tinghuiz / SfMLearner

#计算机科学#An unsupervised learning framework for depth and ego-motion estimation from monocular videos

深度学习 depth-prediction visual-odometry self-supervised-learning unsupervised-learning

Jupyter Notebook 2 k

4 年前

MrGiovanni / ModelsGenesis

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

fine-tuning representation-learning transfer-learning self-supervised-learning 3d-model pre-trained-model foundation-models

Jupyter Notebook 770

2 个月前

jackroos / VL-BERT

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

pre-training representation-learning self-supervised-learning vision-and-language bert PyTorch

Jupyter Notebook 744

2 年前

mkocabas / EpipolarPose

#计算机科学#Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (CVPR2019)

human-pose-estimation 3d-pose-estimation PyTorch 机器视觉 cvpr2019 cvpr self-supervised-learning 机器学习

Jupyter Notebook 606

6 年前

mahmoodlab / HIPT

#计算机科学#Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

computational-pathology cvpr cvpr2022 深度学习 high-resolution histopathology pretrained-weights PyTorch self-supervised-learning transfer-learning unsupervised-learning vision-transformer

Jupyter Notebook 585

1 年前

sthalles / PyTorch-BYOL

#计算机科学#PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

PyTorch representation-learning simclr unsupervised-learning 深度学习 self-supervised-learning

Jupyter Notebook 496

3 年前

bshall / soft-vc

Soft speech units for voice conversion

voice-conversion speech-synthesis self-supervised-learning

Jupyter Notebook 445

1 年前

implus / UM-MAE

Official Codes for "Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality"

ade20k coco imagenet-classification masked-image-modeling self-supervised-learning swin-transformer

Jupyter Notebook 244

3 年前

JinanZou / Astock

#自然语言处理#Astock

机器学习自然语言处理 stock stock-analysis stock-data stock-price-prediction stock-trading semantic-role-labeling text-classification self-supervised-learning

Jupyter Notebook 231

2 年前

RobvanGastel / dinov3-finetune

Testing adaptation of the DINOv2/3 encoders for vision tasks with Low-Rank Adaptation (LoRA)

self-supervised-learning image-segmentation

Jupyter Notebook 211

5 天前

AndrewAtanov / simclr-pytorch

#计算机科学#PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

PyTorch self-supervised-learning contrastive-learning pytorch-implementation 深度学习 representation-learning

Jupyter Notebook 209

1 年前

janghyuncho / PiCIE

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

semantic-segmentation self-supervised-learning unsupervised-learning

Jupyter Notebook 202

2 年前

ku21fan / STR-Fewer-Labels

#计算机科学#Scene Text Recognition (STR) methods trained with fewer real labels (CVPR 2021)

OCR 深度学习 scene-text-recognition cvpr2021 text-recognition semi-supervised-learning self-supervised-learning synthetic-data

Jupyter Notebook 181

2 年前

BiaPyX / BiaPy

#计算机科学#Open source Python library for building bioimage analysis pipelines

机器视觉深度学习 biomedical-image-processing segmentation convolutional-neural-networks image-segmentation Medical imaging semantic-segmentation classification instance-segmentation object-detection 图像处理机器学习 denoising self-supervised-learning super-resolution Python PyTorch

Jupyter Notebook 178

20 天前

HKU-MedAI / MGCA

[NeurIPS'22] Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning

contrastive-learning self-supervised-learning

Jupyter Notebook 163

1 年前

jgraving / selfsne

#计算机科学#Self-Supervised Noise Embeddings (Self-SNE)

clustering 机器学习 contrastive-learning self-supervised-learning dimensionality-reduction 深度学习

Jupyter Notebook 158

5 个月前

Audio-WestlakeU / ATST-SED

This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".

fine-tuning sed self-supervised-learning semi-supervised-learning

Jupyter Notebook 140

12 天前

Richarizardd / Self-Supervised-ViT-Path

#计算机科学#Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

self-supervised-learning histopathology vision-transformer unsupervised-learning computational-pathology transfer-learning 深度学习 pretrained-weights neurips PyTorch

Jupyter Notebook 140

3 年前

OxWearables / ssl-wearables

#计算机科学#Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

accelerometer 深度学习 human-activity-recognition self-supervised-learning wearable foundation-models PyTorch

Jupyter Notebook 134

10 个月前