self-supervision
There are 29 repositories under self-supervision topic.
nianticlabs/monodepth2
[ICCV 2019] Monocular depth estimation from a single image
siyuanliii/masa
Official Implementation of CVPR24 highligt paper: Matching Anything by Segmenting Anything
sayakpaul/probing-vits
Probing the representations of Vision Transformers.
liuyang-ict/awesome-visual-transformers
[TNNLS] A Comprehensive Survey of Awesome Visual Transformer Literatures.
HazyResearch/bootleg
Self-Supervision for Named Entity Disambiguation at the Tail
ifnspaml/SGDepth
[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
nianticlabs/depth-hints
[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs
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
Shen-Lab/SS-GCNs
[ICML 2020] "When Does Self-Supervision Help Graph Convolutional Networks?" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen
ShuweiShao/AF-SfMLearner
[MedIA2022 & ICRA2021] Self-Supervised Monocular Depth and Ego-Motion Estimation in Endoscopy: Appearance Flow to the Rescue
neuroethology/TREBA
Learning trajectory representations using self-supervision and programmatic supervision.
jtchen0528/PCL-I2G
Unofficial Implementation: Learning Self-Consistency for Deepfake Detection
gkordo/s2vs
Authors official PyTorch implementation of the "Self-Supervised Video Similarity Learning" [CVPRW 2023]
snap-research/non-contrastive-link-prediction
[ICLR 2023] Link Prediction with Non-Contrastive Learning
WeizmannVision/SelfSuperReconst
Self-Supervised RGBD Reconstruction from Brain Activity
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!
smallsmallstrong/Master-Thesis---Federated-Transfer-Learning-with-Multimodal-Data
This is the code for my master thesis.
pxl-th/Monodepth2.jl
Self-supervised monocular depth estimation
FinnBehrendt/Unsupervised-Anomaly-Detection-in-Brain-MRI
A Collection of Data sets and Approaches to UAD in Brain MRI.
oneonlee/Building-Transformer-Based-NLP-Applications
NVIDIA DLI "트랜스포머 기반 자연어 처리 애플리케이션 구축" 워크숍 레포지토리
rsmbyk/objects-that-sound
Implementation of `Objects that Sound` and `Look, Listen, and Learn` papers by Relja Arandjelovi´c and Andrew Zisserman
ToshiHayashi/OCITN
One-class classification approach using error of image transformation into one image
ly-zhu/ly-zhu.github.io
Projects webpage
zudi-lin/RIDE
Robust Iterative Data Estimation (RIDE)
andrea-cavallo-98/Advanced-Machine-Learning
Domain adaptation in real-time semantic segmentation. Project for the course Advanced Machine Learning.
IndexFziQ/Self-Supervised-Learning-for-NLP
A research on self-supervised learning with the interest of applying it into NLP field.
mano3-1/Flipr_Hackathon
This is the solution for stock-market prediction problem given in flipr 5.0.
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.
watercow/SomeCode
不是想写的代码，但是让我求生的代码