self-supervised · GitHub Topics

jason718 / awesome-self-supervised-learning

#自然语言处理#A curated list of awesome self-supervised methods

机器学习机器视觉 self-supervised reinforcement-learning Robotics 自然语言处理深度学习

6.29 k

1 年前

#计算机科学#Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

time-series-classification 深度学习 fastai PyTorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting Rocket 机器学习 Python

Jupyter Notebook 5.68 k

3 个月前

OpenGVLab / InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

foundation-models video-understanding vision-transformer action-recognition multimodal temporal-action-localization video-question-answering zero-shot-classification benchmark contrastive-learning self-supervised instruction-tuning video-clip

Python 1.91 k

22 天前

pathak22 / noreward-rl

#计算机科学#[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

deep-reinforcement-learning exploration 深度学习 rl 深度神经网络 mario doom self-supervised Tensorflow openai-gym

Python 1.44 k

3 年前

huawei-noah / Efficient-Computing

Efficient computing methods developed by Huawei Noah's Ark Lab

knowledge-distillation model-compression binary-neural-networks pruning quantization self-supervised

Jupyter Notebook 1.28 k

7 个月前

Sense-GVT / DeCLIP

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

big-model clip multi-model self-supervised vision-language-pretraining zero-shot

Python 657

3 年前

nianticlabs / manydepth

[CVPR 2021] Self-supervised depth estimation from short sequences

kitti cityscapes depth-estimation PyTorch cvpr2021 cvpr self-supervised-learning self-supervised

Python 645

2 年前

dev-sungman / Awesome-Self-Supervised-Papers

Paper bank for Self-Supervised Learning

self-supervised-learning cvpr2020 self-supervised sota Awesome Lists

581

2 年前

dddzg / up-detr

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

coco transformers detection detr cvpr2021 cvpr self-supervised

Python 485

2 年前

astra-vision / SceneRF

#计算机科学#[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"

深度学习 nerf neural-radiance-fields PyTorch pytorch-lightning depth-estimation self-supervised-learning 3d-reconstruction self-supervised

Python 372

1 年前

Atcold / pytorch-CortexNet

#计算机科学#PyTorch implementation of the CortexNet predictive model

PyTorch Video 深度学习 predictive-modeling self-supervised unsupervised-learning

Jupyter Notebook 366

7 年前

lightly-ai / lightly-train

#计算机科学#LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications

机器视觉 contrastive-learning 深度学习 distillation embeddings 机器学习 pretrained-models Python PyTorch self-supervised self-supervised-learning

Python 359

5 天前

hendrycks / ss-ood

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

robustness out-of-distribution-detection uncertainty self-supervised-learning self-supervised ml-safety

Python 266

4 年前

Brummi / BehindTheScenes

Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)

3d-reconstruction depth-estimation depth-prediction kitti kitti-dataset nerf self-supervised self-supervised-learning cvpr cvpr2023

Python 260

9 个月前

chao1224 / GraphMVP

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

contrastive-learning generative-model geometry graph pretraining Molecule self-supervised self-supervised-learning

Python 190

3 年前

med-air / Endo-FM

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

foundation-model self-supervised Video large-scale pre-train

Python 190

1 年前

Mountchicken / Union14M

[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective

dataset scene-text-recognition self-supervised

Python 187

2 年前

XiaohangZhan / conditional-motion-propagation

#计算机科学#Code for our CVPR 2019 work.

深度学习 self-supervised-learning self-supervised unsupervised-learning motion-prediction video-generation representation-learning

Python 155

6 年前

svip-lab / Indoor-SfMLearner

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

PyTorch eccv2020 unsupervised-learning depth-estimation scannet pose-estimation self-supervised

Python 154

3 年前

prstrive / EPCDepth

#计算机科学#[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

monocular-depth-estimation monocular depth-estimation self-supervised unsupervised stereo data-augmentation 深度学习

Python 129

4 年前