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GitHub topics: self-supervision

sayakpaul/probing-vits

Probing the representations of Vision Transformers.

Language: Jupyter Notebook - Size: 33.3 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 324 - Forks: 20

nianticlabs/monodepth2

[ICCV 2019] Monocular depth estimation from a single image

Language: Jupyter Notebook - Size: 10 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 4,295 - Forks: 978

liuyang-ict/awesome-visual-transformers

[TNNLS] A Comprehensive Survey of Awesome Visual Transformer Literatures.

Size: 570 KB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 255 - Forks: 25

gkordo/s2vs

Authors official PyTorch implementation of the "Self-Supervised Video Similarity Learning" [CVPRW 2023]

Language: Python - Size: 17.2 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 2

jhaotingc/PCL-I2G

Unofficial Implementation: Learning Self-Consistency for Deepfake Detection

Language: Python - Size: 1.26 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 58 - Forks: 6

nianticlabs/depth-hints

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs

Language: Jupyter Notebook - Size: 62.5 MB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 187 - Forks: 20

FinnBehrendt/Unsupervised-Anomaly-Detection-in-Brain-MRI

A Collection of Data sets and Approaches to UAD in Brain MRI.

Size: 26.4 KB - Last synced at: 7 days ago - Pushed at: 12 months ago - Stars: 11 - Forks: 3

pxl-th/Monodepth2.jl

Self-supervised monocular depth estimation

Language: Julia - Size: 47.3 MB - Last synced at: 16 days ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 2

HazyResearch/bootleg

Self-Supervision for Named Entity Disambiguation at the Tail

Language: Python - Size: 7.59 MB - Last synced at: 15 days ago - Pushed at: almost 3 years ago - Stars: 215 - Forks: 27

AMfeta99/NLP_LLM

This repository is dedicated to small projects and some theoretical material that I used to get into NLP and LLM in a practical and efficient way.

Language: Jupyter Notebook - Size: 77.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

snap-research/non-contrastive-link-prediction

[ICLR 2023] Link Prediction with Non-Contrastive Learning

Language: Python - Size: 77.1 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 1

siyuanliii/masa

Official Implementation of CVPR24 highligt paper: Matching Anything by Segmenting Anything

Language: Python - Size: 59.7 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1,000 - Forks: 66

Shen-Lab/GraphCL_Automated

[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

Language: Python - Size: 327 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 108 - Forks: 11

smallsmallstrong/Master-Thesis---Federated-Transfer-Learning-with-Multimodal-Data

This is the code for my master thesis.

Language: Jupyter Notebook - Size: 213 KB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 1

ShuweiShao/AF-SfMLearner

[MedIA2022 & ICRA2021] Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue

Language: Python - Size: 4.68 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 88 - Forks: 15

Shen-Lab/SS-GCNs

[ICML 2020] "When Does Self-Supervision Help Graph Convolutional Networks?" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

Language: Python - Size: 12.2 MB - Last synced at: 12 months ago - Pushed at: almost 4 years ago - Stars: 105 - Forks: 27

ifnspaml/SGDepth

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

Language: Python - Size: 26.4 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 188 - Forks: 26

IndexFziQ/Self-Supervised-Learning-for-NLP

A research on self-supervised learning with the interest of applying it into NLP field.

Size: 18 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

neerajwagh/eeg-self-supervision

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

Language: Python - Size: 53.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 1

WeizmannVision/SelfSuperReconst

Self-Supervised RGBD Reconstruction from Brain Activity

Language: Python - Size: 117 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 1

neuroethology/TREBA

Learning trajectory representations using self-supervision and programmatic supervision.

Language: Python - Size: 12.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 63 - Forks: 6

ToshiHayashi/OCITN

One-class classification approach using error of image transformation into one image

Language: Jupyter Notebook - Size: 1.94 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

oneonlee/Building-Transformer-Based-NLP-Applications

NVIDIA DLI "트랜스포머 기반 자연어 처리 애플리케이션 구축" 워크숍 레포지토리

Language: Jupyter Notebook - Size: 24.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

mano3-1/Flipr_Hackathon

This is the solution for stock-market prediction problem given in flipr 5.0.

Language: Jupyter Notebook - Size: 4.36 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

zudi-lin/RIDE

Robust Iterative Data Estimation (RIDE)

Language: Python - Size: 2.41 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

andrea-cavallo-98/Advanced-Machine-Learning

Domain adaptation in real-time semantic segmentation. Project for the course Advanced Machine Learning.

Language: Python - Size: 30.8 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

ly-zhu/ly-zhu.github.io

Projects webpage

Language: HTML - Size: 41.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

rsmbyk/objects-that-sound

Implementation of `Objects that Sound` and `Look, Listen, and Learn` papers by Relja Arandjelovi´c and Andrew Zisserman

Language: Python - Size: 3.57 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1

watercow/SomeCode

不是想写的代码,但是让我求生的代码

Language: Python - Size: 120 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

Related Keywords
self-supervision 29 deep-learning 9 machine-learning 6 self-supervised-learning 6 depth-estimation 6 computer-vision 6 pytorch 5 monodepth 4 graph-neural-networks 3 neural-network 3 representation-learning 3 nlp 3 anomaly-detection 2 transformer 2 eeg 2 convolutional-neural-networks 2 semantic-segmentation 2 classification 2 tensorflow 2 self-supervised 2 neuroscience 1 transfer-learning 1 neurips-2021 1 multi-task-learning 1 unsupervised-learning 1 ml4h 1 brain-decoding 1 electrophysiological-data 1 fmri 1 electroencephalogram 1 eeg-signals 1 eeg-classification 1 domain-driven-design 1 biosignals 1 research 1 sgdepth 1 multitask-learning 1 monocular-depth-estimation 1 depth-prediction 1 depth-from-single-images 1 graph-convolutional-networks 1 pose-estimation 1 endoscopy 1 brightness-calibration 1 python 1 federated-transfer-learning 1 cross-modal 1 audio-visual-correspondence 1 sound-source-separation 1 sound-source-localization 1 portrait-segmentation 1 audio-visual-learning 1 audio-visual-applications 1 domain-adaptation 1 adversarial-attacks 1 tabular-data 1 tabnet 1 series-modelling 1 rnn 1 flipr-hackathon 1 word-embedding 1 triton-inference-server 1 text-classification 1 nvidia 1 ner 1 nemo 1 bert 1 pretext-task 1 one-class-learning 1 one-class-classification 1 lenna 1 information-sciences 1 image-transformation 1 anomaly-detection-algorithm 1 trajectory-representation 1 behavior 1 mind-reading 1 image-reconstruction 1 review 1 generative-model 1 brain-mri 1 awesome-list 1 stereo-matching 1 faceforensics 1 deepfakes 1 deepfake-detection 1 consistency 1 video-similarity-search 1 video-similarity-learning 1 video-similarity 1 video-search 1 video-retrieval 1 video-detection 1 ndvr 1 fivr 1 duplicate-videos 1 segmentation 1 point-cloud 1 multi-sensor-fusion 1 multi-modal 1