FlyreelAI / sesemiLinks
Supervised and semi-supervised image classification with self-supervised regularization.
☆36Updated 3 years ago
Alternatives and similar repositories for sesemi
Users that are interested in sesemi are comparing it to the libraries listed below
Sorting:
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 3 years ago
- An easy-to-use implementation of VICReg in Pytorch.☆20Updated 3 years ago
- SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition (ICCV 2021)☆98Updated 2 years ago
- Code release for "Semi-supervised learning made simple with self-supervised clustering"☆59Updated 2 years ago
- An unofficial PyTorch implementation of MixMatch - A Holistic Approach to Semi-Supervised Learning☆14Updated 4 years ago
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 4 years ago
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆79Updated 3 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆45Updated 4 years ago
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆34Updated 2 years ago
- GradCAM Pytorch☆28Updated last year
- PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images☆41Updated 3 years ago
- Easy to use class balanced cross entropy and focal loss implementation for Pytorch☆99Updated 10 months ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆35Updated 2 years ago
- Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image represe…☆13Updated 3 years ago
- Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention…☆50Updated 4 years ago
- Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/211…☆50Updated 2 years ago
- Official implementation of the Generalized Wasserstein Dice Loss in PyTorch☆80Updated 3 years ago
- Official implementation of our paper: Towards Robust and Reproducible Active Learning using Neural Networks, accepted at CVPR 2022.☆67Updated 2 years ago
- Implementation of Visual Transformer for Small-size Datasets☆126Updated 3 years ago
- Unified Pytorch framework for image-based self-supervised learning☆93Updated 4 years ago
- Repository for implementation of active learning and semi-supervised learning algorithms and applying them to medical imaging datasets☆16Updated 4 years ago
- Implementation of the nearest neighbour CLR paper☆26Updated 3 years ago
- Official codes: Self-Supervised Learning by Estimating Twin Class Distribution☆100Updated 3 years ago
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆144Updated 10 months ago
- [BMVC'23 Oral] Offical repository of "Rethinking Transfer Learning for Medical Image Classification"☆12Updated last year
- Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification☆38Updated 2 years ago
- official pytorch implementation of Rethining Self-supervised Learning: Small is Beautiful.☆43Updated 4 years ago
- Repository providing a wide range of self-supervised pretrained models for computer vision tasks.☆61Updated 4 years ago
- [ICIP 2021] Puzzle-CAM: Improved localization via matching partial and full features.☆179Updated 3 years ago