supervised-contrastive-learning

There are 2 repositories under supervised-contrastive-learning topic.

dvlab-research / Parametric-Contrastive-Learning
Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)
contrastive-learning long-tailed-recognition supervised-learning image-classification imagenet supervised-contrastive-learning parametric-contrastive-learning iccv2021 class-imbalance imbalanced-data imbalanced-learning pytorch tpami
Language:Python 221
sayakpaul / Supervised-Contrastive-Learning-in-TensorFlow-2
Implements the ideas presented in https://arxiv.org/pdf/2004.11362v1.pdf by Khosla et al.
computer-vision contrastive-learning deep-learning keras representation-learning supervised-contrastive-learning tensorflow
Language:Jupyter Notebook 132
raymin0223 / self-contrastive-learning
Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-network (AAAI 2023)
contrastive-learning pytorch supervised-contrastive-learning multi-exit-architectures single-viewed-contrastive
Language:Python 18
zhangyifei01 / MoCo-v2-SupContrast
Supervised Contrastive Learning (SupContrast) based on MoCo-v2
contrastive-learning moco-v2 representation-learning supervised-contrastive-learning
Language:Python 13
AfsahS / Supervised-Contrastive-Ordinal-Loss-for-Ordinal-Regression
Code for MICCAI 2023 publication: SCOL: Supervised Contrastive Ordinal Loss for Abdominal Aortic Calcification Scoring on Vertebral Fracture Assessment Scans
cardiovascular-diseases ordinal-regression supervised-contrastive-learning aortic-calcification disease-grading predicting-future-risk
Language:Python 4
PaperCodeReview / SupCL-TF
TF 2.x implementation of SupCL (Supervised Contrastive Learning, 2020).
supervised-contrastive-learning self-supervised-learning tf2 supcl-tf
Language:Python 3
CassandraDurr / supcon_malignant_repo
Detecting melanomas in images of skin lesions using supervised contrastive learning, and image denoising as a pretext task.
melanoma-detection supervised-contrastive-learning
Language:Python 0
padam2502 / Supervised_Contrastive_Learning
SMAI Project
supervised-contrastive-learning
Language:Jupyter Notebook 0
TataMoktari / Face-Recognition-at-Extreme-Pitch-and-Yaw-View-Angles
Implemented pose aware face recognition network to Improve the performance of face recognition task for the faces at extreme joint pitch and yaw view angles.
discriminator-model m2fpa-dataset memory-bank resnet-101 resnet-50 supervised-contrastive-learning
Language:Python 0
AsithaIndrajith / dr-hqcl
In medical applications with limited training data, traditional self-supervised deep learning struggles for accuracy. This study combines self-supervised learning with Variational Quantum Classifiers (VQC) and Principal Component Analysis (PCA) for dimensionality reduction.
principal-component-analysis quantum-computing quantum-machine-learning representation-learning self-supervised-learning semi-supervised-learning supervised-contrastive-learning variational-quantum-classifier
Language:Jupyter Notebook