pretext-task

There are 0 repository under pretext-task topic.

LirongWu / awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning
1282
SaeedShurrab / awesome-self-supervised-learning-in-medical-imaging
This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field
self-supervised-learning contrastive-learning pretext-task medical-imaging medical-image-processing research-paper downstream-tasks knowledge-transfer medical-image-dataset
135
zhangyifei01 / Unsupervised-Visual-Representation-Learning
Overview of unsupervised visual representation learning (or self-supervised learning, unsupervised pre-training) methods.
contrastive-learning pre-training pretext-task representation-learning self-supervised-learning transfer-learning unsupervised-learning computer-vision pattern-recognition visual-representation
34
emadeldeen24 / eval_ssl_ssc
[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
deep-learning evaluation label-efficient self-supervised-learning sleep-stage-classification sleep-staging unsupervised-learning contrastive-learning pretext-task representation-learning
Language:Python 30
YangLiu9208 / TCGL
[IEEE T-IP 2022] TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning
action-recognition graph pretext-task self-supervised-learning video-understanding
Language:Python 24
ToshiHayashi / OCITN
One-class classification approach using error of image transformation into one image
one-class-classification one-class-learning anomaly-detection anomaly-detection-algorithm lenna image-transformation deep-learning information-sciences self-supervision pretext-task
Language:Jupyter Notebook 3
anthonyweidai / FullRot_WRMix
Official implementation of Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-Region Mixture
computer-vision data-augmentation deep-learning image-analysis machine-learning mixup pretext-task representation-learning rotation self-supervised-learning unsupervised-learning
Language:Python 1
dtmlinh / QuickDraw-Unsupervised-ML
Comparison of Feature Extraction Methods on Free-hand Sketches
self-supervised-learning vae deep-learning sketch-recognition pretext-task
Language:Jupyter Notebook 1
saminheydarian / DeepLearning_Course_2021
Deep Learning Course | Home Works | Spring 2021 | Dr. MohammadReza Mohammadi
self-supervised-learning fine-tuning adam-optimizer image-captioning backpropagation time-series facial-expression-recognition sgd-optimizer deep-q-network spaceinvaders-v0 data-augmentation l2-regularization cnn rnn naive-bayes-classifier logistic-regression seq2seq-model batch-normalization triplet-loss pretext-task
Language:Jupyter Notebook 1
zhangyifei01 / Self-supervised-Video-Representation-Learning
Overview of self-supervised video representation learning methods.
computer-vision pretraining representation-learning self-supervised-learning unsupervised-learning video-processing contrastive-learning pretext-task visual-representation
1
idsia-robotics / leds-as-pretext
perception pretext-task self-supervised-learning self-supervised-robot-learning
Language:Python