33 results found Sort:

jason718
awesome-self-supervised-learning jason718
818
6.0k
unknown
246
A curated list of awesome self-supervised methods
robotics deep-learning computer-vision self-supervised machine-learning reinforcement-learning natural-language-processing
Created 2018-02-10
188 commits to master branch, last one about a month ago
timeseriesAI
tsai timeseriesAI
609
4.8k
apache-2.0
62
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
cnn rnn fastai python rocket pytorch regression sequential timeseries forecasting time-series transformer deep-learning inceptiontime classification self-supervised machine-learning state-of-the-art time-series-analysis time-series-classification
Created 2019-09-30
1,245 commits to main branch, last one 3 months ago
pathak22
noreward-rl pathak22
300
1.4k
other
63
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
rl doom mario curiosity openai-gym tensorflow exploration deep-learning self-supervised deep-neural-networks deep-reinforcement-learning
Created 2017-05-15
10 commits to master branch, last one 5 years ago
huawei-noah
Efficient-Computing huawei-noah
198
1.1k
unknown
22
Efficient computing methods developed by Huawei Noah's Ark Lab
pruning quantization self-supervised model-compression binary-neural-networks knowledge-distillation
Created 2019-09-04
149 commits to master branch, last one about a month ago
OpenGVLab
InternVideo OpenGVLab
70
1.0k
apache-2.0
27
Video Foundation Models & Data for Multimodal Understanding
benchmark multimodal video-clip video-data video-dataset self-supervised video-retrieval foundation-models action-recognition instruction-tuning masked-autoencoder vision-transformer video-understanding zero-shot-retrieval contrastive-learning open-set-recognition video-question-answering zero-shot-classification temporal-action-localization spatio-temporal-action-localization
Created 2022-11-23
164 commits to main branch, last one a day ago
Sense-GVT
DeCLIP Sense-GVT
31
609
unknown
19
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
clip big-model zero-shot image-text multi-model self-supervised vision-language-pretraining
Created 2021-10-09
34 commits to main branch, last one about a year ago
nianticlabs
manydepth nianticlabs
83
599
other
18
[CVPR 2021] Self-supervised depth estimation from short sequences
cvpr kitti depths pytorch cvpr2021 monodepth cityscapes cost-volumes self-supervised depth-estimation estimating-depths self-supervised-learning
Created 2021-03-26
11 commits to master branch, last one 2 years ago
dev-sungman
Awesome-Self-Supervised-Papers dev-sungman
59
577
unknown
41
Paper bank for Self-Supervised Learning
sota awesome cvpr2020 self-supervised self-supervised-learning
Created 2020-04-14
37 commits to master branch, last one about a year ago
dddzg
up-detr dddzg
70
473
apache-2.0
13
[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
coco cvpr detr tpami cvpr2021 detection transformers self-supervised
Created 2021-03-03
23 commits to master branch, last one 10 months ago
astra-vision
SceneRF astra-vision
30
331
apache-2.0
7
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
nerf pytorch deep-learning self-supervised depth-estimation 3d-reconstruction pytorch-lightning scene-reconstruction neural-radiance-fields self-supervised-learning single-image-reconstruction
Created 2022-12-02
31 commits to main branch, last one 2 months ago
hendrycks
ss-ood hendrycks
31
263
mit
8
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
ml-safety robustness uncertainty self-supervised self-supervised-learning out-of-distribution-detection
Created 2019-06-10
15 commits to master branch, last one 3 years ago
Brummi
BehindTheScenes Brummi
17
234
unknown
13
Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)
cvpr nerf kitti cvpr2023 kitti-360 kitti-dataset self-supervised depth-estimation depth-prediction 3d-reconstruction self-supervised-learning
Created 2023-02-27
14 commits to main branch, last one 10 months ago
chao1224
GraphMVP chao1224
20
149
mit
5
Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)
graph geometry molecule pretraining self-supervised generative-model contrastive-learning self-supervised-learning
Created 2021-10-06
10 commits to main branch, last one about a year ago
svip-lab
Indoor-SfMLearner svip-lab
24
149
unknown
9
[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation
nyuv2 indoor pytorch scannet eccv2020 pose-estimation self-supervised depth-estimation extract-superpixel unsupervised-learning
Created 2020-07-15
10 commits to master branch, last one about a year ago
Mountchicken
Union14M Mountchicken
9
143
mit
2
[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective
mae mmocr dataset union14m self-supervised scene-text-recognition
Created 2022-11-07
58 commits to main branch, last one 7 months ago
med-air
Endo-FM med-air
13
138
apache-2.0
2
[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train
video endoscopy pre-train miccai2023 large-scale self-supervised foundation-model
Created 2023-06-05
30 commits to main branch, last one 2 months ago
prstrive
EPCDepth prstrive
18
127
mit
3
[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation
stereo monocular monodepth unsupervised deep-learning self-supervised depth-estimation data-augmentation monocular-depth-estimation
Created 2021-08-24
4 commits to main branch, last one 2 years ago
zhangyi-3
IDR zhangyi-3
15
111
mit
2
Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)
denoising deep-learning self-supervised
Created 2021-08-19
17 commits to main branch, last one 10 months ago
brandleyzhou
DIFFNet brandleyzhou
21
109
unknown
6
[BMVC 2021] ''Self-Supervised Monocular Depth Estimation with Internal Feature Fusion''
bmvc kitti cityscapes self-supervised representation-learning monocular-depth-estimation
Created 2021-10-16
80 commits to main branch, last one about a year ago
md4all
md4all md4all
7
95
other
5
Source code for the ICCV 2023 paper: Robust Monocular Depth Estimation under Challenging Conditions
self-supervised depth-estimation adverse-weather-condition monocular-depth-estimation
Created 2023-07-23
25 commits to main branch, last one 6 months ago
wooseoklee4
AP-BSN wooseoklee4
14
91
mit
2
Official PyTorch implementation of "AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network" in CVPR 2022.
cvpr2022 denoising self-supervised
Created 2022-02-10
9 commits to master branch, last one 2 years ago
KleinYuan
LiCaS3 KleinYuan
6
81
other
6
[T-RO 2022] Official Implementation for "LiCaS3: A Simple LiDAR–Camera Self-Supervised Synchronization Method," in IEEE Transactions on Robotics, doi: 10.1109/TRO.2022.3167455.
ptp kitti lidar kalibr ssim-loss newer-college self-supervised autonomous-driving lidar-camera-fusion lidar-camera-calibration self-supervised-learning monocular-depth-estimation lidar-camera-synchronization
Created 2021-12-19
4 commits to main branch, last one about a year ago
xingyuuchen
tri-depth xingyuuchen
6
73
gpl-3.0
3
[WACV 2023] Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem
kitti pytorch computer-vision monocular-depth self-supervised depth-estimation self-supervised-learning
Created 2022-06-10
15 commits to master branch, last one 8 months ago
Junpliu
ConDigSum Junpliu
14
72
mit
11
Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"
bart topic dialogue coherence sub-summary summarization self-supervised contrastive-learning
Created 2021-08-30
3 commits to main branch, last one 2 years ago
royerlab
cytoself royerlab
13
69
bsd-3-clause
5
Self-supervised models for encoding protein localization patterns from microscopy images
imaging protein pytorch opencell microscopy tensorflow autoencoder fluorescence deep-learning self-supervised self-supervised-learning
Created 2021-04-27
87 commits to main branch, last one 6 months ago
jason718
game-feature-learning jason718
16
66
unknown
4
Code for paper "Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery", Ren et al., CVPR'18
deep-learning synthetic-data computer-vision self-supervised domain-adaptation representation-learning
Created 2018-06-03
30 commits to master branch, last one 2 years ago
V2AI
SelfSup V2AI
9
59
apache-2.0
5
Collections of self-supervised methods, based on cvpods.
byol eqco scrl simo swav cvpods simclr det-con moco-v2 selfsup simsiam cifar-10 imagenet barlow-twins classification point-contrast self-supervised contrastive-learning
Created 2020-12-07
43 commits to master branch, last one 2 years ago
Toytiny
RaFlow Toytiny
12
51
mit
4
Self-Supervised Scene Flow Estimation with 4-D Automotive Radar (RA-L & IROS'22)
pytorch point-cloud deep-learning self-supervised automotive-radar autonomous-driving scene-flow-estimation
Created 2022-02-22
27 commits to master branch, last one about a year ago
diegovalsesia
speckle2void diegovalsesia
14
51
unknown
2
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
sar denoising despeckling remote-sensing self-supervised synthetic-aperture-radar
Created 2020-07-08
3 commits to master branch, last one 3 years ago
chao1224
GeoSSL chao1224
1
39
mit
2
GeoSSL: Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching, ICLR'23 (https://openreview.net/forum?id=CjTHVo1dvR)
geometry molecule pretraining self-supervised diffusion-models denoising-diffusion molecular-geometries self-supervised-learning
Created 2022-06-11
5 commits to main branch, last one 10 months ago