AnnaManasyan / VICReg
An easy-to-use implementation of VICReg in Pytorch.
☆19Updated 3 years ago
Alternatives and similar repositories for VICReg:
Users that are interested in VICReg are comparing it to the libraries listed below
- Tensorflow-keras implementation for Contrastive Reconstruction (ConRec) : a self-supervised learning algorithm that obtains image represe…☆13Updated 3 years ago
- Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021☆24Updated 3 years ago
- official pytorch implementation of Rethining Self-supervised Learning: Small is Beautiful.☆42Updated 3 years ago
- Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"☆65Updated 3 years ago
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆34Updated last year
- Base Code of "LifeLonger: A Benchmark for Continual Disease Classification, MICCAI, 2022"☆20Updated 2 years ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- MaskCon: Masked Contrastive Learning for Coarse-Labeled Dataset (CVPR2023)☆34Updated last year
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated 2 years ago
- Official codes: Self-Supervised Learning by Estimating Twin Class Distribution☆99Updated 3 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
- [NeurIPS 2021] Official codes for "Efficient Training of Visual Transformers with Small Datasets".☆140Updated 2 months ago
- Code release for "Semi-supervised learning made simple with self-supervised clustering"☆55Updated last year
- Code for "NVUM: Non-volatile Unbiased Memory for Robust Medical Classification" [MICCAI 2022 Early Accept]☆12Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆22Updated 2 years ago
- PyTorch implementation of Metric-Guided Prototype Learning for hierarchical classification.☆26Updated 3 years ago
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆23Updated 10 months ago
- ☆32Updated 11 months ago
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆32Updated 2 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆88Updated 3 years ago
- B-cos Networks: Alignment is All we Need for Interpretability☆107Updated last year
- Supervised and semi-supervised image classification with self-supervised regularization.☆36Updated 2 years ago
- Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"☆38Updated 3 years ago
- Weakly Supervised Contrastive Learning☆41Updated 3 years ago
- Pytorch implementation of Exploring Simple Siamese Representation Learning☆21Updated last year
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.☆40Updated 2 years ago
- Code for the Medical Out of Distribution challenge 2020☆25Updated 4 years ago
- [NeurIPS 2022] code for the paper, SemMAE: Semantic-guided masking for learning masked autoencoders☆35Updated last year
- PyTorch implementation of "Self-Supervised Classification Network" from ECCV 2022☆48Updated 2 years ago
- ☆47Updated 2 years ago