szq0214 / Un-Mix
Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.
☆150Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Un-Mix
- A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.☆78Updated 3 years ago
- Improving Contrastive Learning by Visualizing Feature Transformation, ICCV 2021 Oral☆89Updated 3 years ago
- Self-supervised Label Augmentation via Input Transformations (ICML 2020)☆104Updated 3 years ago
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆87Updated 3 years ago
- [CVPR 2021] Code release for "Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination."☆100Updated 2 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆145Updated 2 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆104Updated 2 years ago
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated last year
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆95Updated last year
- AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries☆162Updated last year
- Compressing Representations for Self-Supervised Learning☆78Updated 3 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Updated 2 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆181Updated last year
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆81Updated 4 years ago
- An unofficial Pytorch implementation of "Improved Baselines with Momentum Contrastive Learning" (MoCoV2) - X. Chen, et al.☆68Updated 4 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆125Updated last year
- MoEx (Moment Exchange)☆143Updated 3 years ago
- ReSSL: Relational Self-Supervised Learning with Weak Augmentation☆57Updated 2 years ago
- ☆35Updated 2 years ago
- official implemntation for "Contrastive Learning with Stronger Augmentations"☆57Updated 3 years ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆241Updated last month
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆145Updated 2 years ago
- MoPro: Webly Supervised Learning☆86Updated 3 years ago
- PyTorch implementation of Asymmetric Siamese (https://arxiv.org/abs/2204.00613)☆100Updated 2 years ago
- Implementation of momentum^2 teacher☆120Updated 3 years ago
- PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482☆101Updated 3 years ago
- a pytorch implementation for MoCo V3☆32Updated 3 years ago
- PyTorch implementation of "Contrast to Divide: self-supervised pre-training for learning with noisy labels"☆70Updated 3 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆57Updated last year
- This is the code for CVPR 2021 oral paper: Jigsaw Clustering for Unsupervised Visual Representation Learning☆76Updated 3 years ago