GitHub topics: self-supervised
jason718/awesome-self-supervised-learning
A curated list of awesome self-supervised methods
Size: 393 KB - Last synced at: 2 days ago - Pushed at: 10 months ago - Stars: 6,273 - Forks: 837
timeseriesAI/tsai
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
Language: Jupyter Notebook - Size: 1.44 GB - Last synced at: 2 days ago - Pushed at: 2 months ago - Stars: 5,604 - Forks: 683
lightly-ai/lightly-train
LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications
Language: Python - Size: 5.33 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 274 - Forks: 7
chao1224/GraphMVP
Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)
Language: Python - Size: 608 KB - Last synced at: about 13 hours ago - Pushed at: over 2 years ago - Stars: 189 - Forks: 23
OpenGVLab/InternVideo
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
Language: Python - Size: 53.2 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1,830 - Forks: 111
hellloxiaotian/SSNet
A self-supervised network for image denoising and watermark removal (Neural Networks 2024)
Language: Python - Size: 15.8 MB - Last synced at: 12 days ago - Pushed at: 4 months ago - Stars: 16 - Forks: 1
huawei-noah/Efficient-Computing
Efficient computing methods developed by Huawei Noah's Ark Lab
Language: Jupyter Notebook - Size: 100 MB - Last synced at: 28 days ago - Pushed at: 6 months ago - Stars: 1,257 - Forks: 217
pathak22/noreward-rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Language: Python - Size: 4.64 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1,428 - Forks: 301
yc-cui/Super-AD
Overcoming the Identity Mapping Problem in Self-Supervised Hyperspectral Anomaly Detection
Language: Jupyter Notebook - Size: 24.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
SAP-samples/acl2020-commonsense
Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.
Language: Python - Size: 229 KB - Last synced at: 27 days ago - Pushed at: 9 months ago - Stars: 29 - Forks: 6
royerlab/cytoself
Self-supervised models for encoding protein localization patterns from microscopy images
Language: Python - Size: 50.2 MB - Last synced at: 20 days ago - Pushed at: 8 months ago - Stars: 76 - Forks: 15
nianticlabs/manydepth
[CVPR 2021] Self-supervised depth estimation from short sequences
Language: Python - Size: 9.49 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 641 - Forks: 85
dev-sungman/Awesome-Self-Supervised-Papers
Paper bank for Self-Supervised Learning
Size: 604 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 581 - Forks: 59
rezaakb/peft-vit Fork of bwconrad/vit-finetune
Parameter Efficient Fine-tuning of Self-supervised ViTs without Catastrophic Forgetting
Language: Python - Size: 2.75 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 26 - Forks: 4
svip-lab/Indoor-SfMLearner
[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation
Language: Python - Size: 1.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 24
howardchina/MonoLoT
🏠[JBHI 2024] Pytorch implementation of 'MonoLoT: Self-Supervised Monocular Depth Estimation in Low-Texture Scenes for Automatic Robotic Endoscopy'
Language: Python - Size: 170 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 0
juliendenize/eztorch
Library to perform image and video self-supervised learning.
Language: Python - Size: 1.71 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 46 - Forks: 2
Sense-GVT/DeCLIP
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
Language: Python - Size: 970 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 649 - Forks: 32
KleinYuan/LiCaS3
[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.
Language: Python - Size: 712 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 88 - Forks: 5
Atcold/pytorch-CortexNet
PyTorch implementation of the CortexNet predictive model
Language: Jupyter Notebook - Size: 13.3 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 366 - Forks: 80
Lummer-Li/DCMVC
DCMVC: Dual Contrastive Multi-view Clustering (DCMVC)
Size: 430 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
med-air/Endo-FM
[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train
Language: Python - Size: 38.2 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 179 - Forks: 16
Westlake-AI/OpenBioSeq
This repo focuses on supervised and self-supervised bio-sequence representation learning
Language: Python - Size: 625 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 1
TanyaChutani/DINO_Tf2.x
Tensorflow code for Vision Transformers training with the Self-Supervised learning method DINO
Language: Python - Size: 23.9 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 12 - Forks: 1
chao1224/GeoSSL
GeoSSL: Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching, ICLR'23 (https://openreview.net/forum?id=CjTHVo1dvR)
Language: Python - Size: 731 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 46 - Forks: 2
Mountchicken/Union14M
[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective
Language: Python - Size: 22.1 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 186 - Forks: 8
sedaboni/TomoSelfDEQ
TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction (2025)
Language: Python - Size: 15.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Toytiny/RaFlow
[RA-L & IROS'22] Self-Supervised Scene Flow Estimation with 4-D Automotive Radar
Language: Python - Size: 57.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 66 - Forks: 12
pxl-th/Monodepth2.jl
Self-supervised monocular depth estimation
Language: Julia - Size: 47.3 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 2
LiuJF1226/Mono-ViFI
[ECCV 2024] Mono-ViFI: A Unified Learning Framework for Self-supervised Single- and Multi-frame Monocular Depth Estimation
Language: Python - Size: 1.64 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 42 - Forks: 3
ctom2/colie
[ECCV 2024] This is the official code for the paper "Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations"
Language: Jupyter Notebook - Size: 28.3 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 46 - Forks: 4
AndreaCossu/continual-pretraining-nlp-vision
Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357
Language: Jupyter Notebook - Size: 872 KB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 1
khanld/Wav2vec2-Pretraining
Wav2vec 2.0 Self-Supervised Pretraining
Language: Python - Size: 303 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 37 - Forks: 4
sthalles/MaSSL
Official PyTroch implementation for Learning from Memory: A Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features
Language: Python - Size: 8.37 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 7 - Forks: 2
V2AI/SelfSup
Collections of self-supervised methods, based on cvpods.
Language: Python - Size: 141 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 58 - Forks: 8
gmum/CASSLE Fork of hankook/AugSelf
Official implementation of "Augmentation-aware Self-supervised Learning with Conditioned Projector"
Language: Python - Size: 453 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 7 - Forks: 0
ahmdtaha/simsiam
Pytorch implementation of Exploring Simple Siamese Representation Learning
Language: Python - Size: 361 KB - Last synced at: 30 days ago - Pushed at: almost 2 years ago - Stars: 21 - Forks: 8
dddzg/up-detr
[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
Language: Python - Size: 3.45 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 477 - Forks: 71
hendrycks/ss-ood
Self-Supervised Learning for OOD Detection (NeurIPS 2019)
Language: Python - Size: 8.11 MB - Last synced at: 27 days ago - Pushed at: about 4 years ago - Stars: 266 - Forks: 30
jason718/game-feature-learning
Code for paper "Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery", Ren et al., CVPR'18
Language: Python - Size: 25.8 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 65 - Forks: 16
mjhydri/Singing-Vocal-Beat-Tracking
This repo contains the source code of the first deep learning-base singing voice beat tracking system. It leverages WavLM and DistilHuBERT pre-trained speech models to create vocal embeddings and trains linear multi-head self-attention layers on top of them to extract vocal beat activations. Then, it uses HMM decoder to infer signing beats and tempo.
Language: Python - Size: 122 KB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 4
pathak22/exploration-by-disagreement
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
Language: Python - Size: 4.82 MB - Last synced at: 30 days ago - Pushed at: almost 6 years ago - Stars: 123 - Forks: 23
rikba/hypersim_multiview
Implements and analyses frame-to-frame pixel reprojection for the Hypersim Evermotion data set.
Language: Python - Size: 4.3 MB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1
WangYZ1608/Self-Prompt-Tuning
The official implementation for paper: Revisting the Power of Prompt for Visual Tuning.
Language: Python - Size: 2.1 MB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0
Junpliu/ConDigSum
Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"
Language: Python - Size: 3.35 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 72 - Forks: 14
XiaohangZhan/conditional-motion-propagation
Code for our CVPR 2019 work.
Language: Python - Size: 50.1 MB - Last synced at: 10 months ago - Pushed at: almost 6 years ago - Stars: 142 - Forks: 20
akwasigroch/Pretext-Invariant-Representations
Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations
Language: Python - Size: 17.6 KB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 89 - Forks: 15
lmy98129/VLPD
Official Code of CVPR'23 Paper "VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision"
Language: Python - Size: 7.28 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 2
nc-ai/MultimodalSum
[ACL-IJCNLP 2021] Self-Supervised Multimodal Opinion Summarization
Language: Python - Size: 2.69 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 4
layer6ai-labs/lfr
Code for the ICLR'24 paper "Self-supervised Representation Learning From Random Data Projectors
Language: Python - Size: 139 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0
kvananth/umbc_verisk_collab
Self-supervised Video Representation learning
Language: Lua - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0
kampta/PatchVAE
PyTorch implementation of "PatchVAE: Learning Local Latent Codes for Recognition" to appear in CVPR 2020
Language: Python - Size: 666 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 3
astra-vision/SceneRF
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
Language: Python - Size: 220 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 313 - Forks: 26
zhu00121/Universal-representation-dynamics-of-deepfake-speech
This repo contains code used in the paper "Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection"
Language: Python - Size: 339 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
FriedRonaldo/PsyNet
Official Implementation of "PsyNet: Self-supervised Approach to Object Localization Using Point Symmetric Transformation"
Language: Python - Size: 2.05 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 25 - Forks: 4
zxz267/HaMuCo
[ICCV 2023] HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning
Language: Python - Size: 299 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 29 - Forks: 1
JStyborski/SSL_Sandbox
SSL Sandbox: Modular SSL Models
Language: Python - Size: 1000 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
diegovalsesia/speckle2void
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
Language: Jupyter Notebook - Size: 13.9 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 47 - Forks: 14
talipucar/talipucar.github.io_old
Showcases ongoing, and completed projects within various research themes.
Size: 8.51 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
talipucar/SimCLR
Pytorch implementation of the paper, "A Simple Framework for Contrastive Learning of Visual Representations", or SimCLR, https://arxiv.org/pdf/2002.05709.pdf
Language: Python - Size: 2.24 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1
talipucar/CPC
Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf
Language: Python - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1
talipucar/BYOL
Pytorch implementation of the paper, "Bootstrap Your Own Latent A New Approach to Self-Supervised Learning", or BYOL, https://arxiv.org/pdf/2006.07733v3.pdf
Language: Python - Size: 26.7 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1
xmindflow/FuseNet
FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation
Language: Jupyter Notebook - Size: 933 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1
UCDvision/simreg
Source code for the BMVC-2021 paper "SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation".
Language: Python - Size: 300 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 0
md4all/md4all
Source code for the ICCV 2023 paper: Robust Monocular Depth Estimation under Challenging Conditions
Language: Python - Size: 4.74 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 61 - Forks: 4
Brummi/BehindTheScenes
Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)
Language: Python - Size: 5.08 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 199 - Forks: 14
ranahanocka/ALIGNet
code to train a neural network to align pairs of shapes without needing ground truth warps for supervision
Language: Cuda - Size: 523 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 62 - Forks: 16
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
prstrive/EPCDepth
[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation
Language: Python - Size: 771 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 123 - Forks: 18
realgump/MvMHAT
MvMHAT: Self-supervised Multi-view Multi-Human Association and Tracking (ACM MM 2021, Oral Paper)
Language: MATLAB - Size: 15.4 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 26 - Forks: 6
Dawars/DocMAE
Unofficial implementation of DocMAE (WIP): Document Image Rectification via Self-supervised Representation Learning
Language: Python - Size: 33.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 2
xmindflow/MS-Former
MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation (MIDL 2023)
Language: Jupyter Notebook - Size: 1.11 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1
PengfeiRen96/DSF
[TIP 2022] Code for "A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation"
Language: Python - Size: 7.43 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 3
xingyuuchen/tri-depth
[WACV 2023] Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem
Language: Python - Size: 10.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 61 - Forks: 6
hgkahng/self-supervised-learning
PyTorch implementations of self-supervised learning algorithms.
Language: Jupyter Notebook - Size: 6.04 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 14 - Forks: 1
yliess86/PaintsTorch2
PaintsTorch2: Self-Supervised User-Guided Anime Lineart Colorization https://yliess86.github.io/PaintsTorch2/
Language: Python - Size: 238 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 4
miszkur/SelfSupervisedLearning
This repo reproduces results of "Understanding Self-Supervised Learning Dynamics without Contrastive Pairs" paper (https://arxiv.org/pdf/2102.06810.pdf)
Language: Jupyter Notebook - Size: 1.19 GB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1
ctom2/cider
Zero-shot image restoration with embedded Richardson-Lucy deconvolution
Language: Python - Size: 1.49 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
zhangyi-3/IDR
Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)
Language: Python - Size: 49.8 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 95 - Forks: 9
kealennieh/simple-ssl-pytorch
a simple framework with self-supervised learning models
Language: Python - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
xingyuuchen/freq-aware-depth
[WACV2023] Frequency Aware Self-supervised Depth Estimation
Language: Python - Size: 13.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 3
soumitri2001/DMTNet-CRCH
Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]
Language: Python - Size: 46.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1
Seonghoon-Yu/MoCov2_Pytorch_tutorial
MoCo v2 Pytorch tutorial, https://arxiv.org/abs/2003.04297
Language: Jupyter Notebook - Size: 390 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 27 - Forks: 4
waimorris/Anomal-E
A PyTorch implementation of of Anomal-E.
Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0
manhph2211/Self-Supervised-Distillation
Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - DINO :smiley:
Language: Python - Size: 69.3 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 1
wooseoklee4/AP-BSN
Official PyTorch implementation of "AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network" in CVPR 2022.
Language: Python - Size: 4.53 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 49 - Forks: 7
brandleyzhou/DIFFNet
[BMVC 2021] ''Self-Supervised Monocular Depth Estimation with Internal Feature Fusion''
Language: Python - Size: 181 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 98 - Forks: 21
zhangyifei01/SEED_ICLR21
SEED: Self-supervised Distillation for Visual Representation
Language: Python - Size: 32.2 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0
zzz1515151/self-supervised_learning_sketch
self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"
Language: Python - Size: 375 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 41 - Forks: 12
HymEric/Awesome-Representation-Learning-CV-PaperAndCode
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
Size: 120 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 3
TranNhiem/MA_SSRL_Pytorch
MASSRL (Mulit-Augmentation Strategies on Searched and Random Augmentation Policies) Self-supervised visual representation learning.
Language: Python - Size: 8.98 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 1
Guillem96/data2vec-vision
PyTorch implementation of Data2Vec self-supervised approach for vision use cases.
Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 4
sharifza/schemata
This repository contains code and dataset splits for the paper "Classification by Attention: Scene Graph Classification with Prior Knowledge"
Language: Python - Size: 3.46 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 4
zhangyifei01/Awesome-Self-supervised-Learning-of-Tiny-Models
Overview of self-supervised learning of tiny models, including distillation-based methods (aks. self-supervised distillation) and non-distillation methods.
Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
hirokiyokoyama/tracking_via_colorizing
Tensorflow implementation of CNN described in https://arxiv.org/abs/1806.09594
Language: Python - Size: 103 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 60 - Forks: 12
ssl-recsys/ssl-recsys.github.io
Introduction page of the coming tutorial "Self-Supervised Learning in Recommendation: Fundamentals and Advances" at The Web Conference (WWW) 2022
Language: SCSS - Size: 17.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1
JiaxinZhuang/DisCo
The Pytorch implementation on DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning
Language: Python - Size: 7.63 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1
newlei/Set2setRank
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation, SIGIR 2021
Language: Python - Size: 98.6 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0
youshyee/SSL
Pytorch Implementation of popular self-supervised models
Language: Python - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
r0mainK/greedy-infomax
Reproduction code for "Putting An End to End-to-End: Gradient-Isolated Learning of Representations"
Size: 15.6 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
