gudovskiy / al-fk-self-supervision
Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"
☆34Updated 3 years ago
Alternatives and similar repositories for al-fk-self-supervision:
Users that are interested in al-fk-self-supervision are comparing it to the libraries listed below
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Updated last year
- Code for 'Joint Optimization Framework for Learning with Noisy Labels'☆38Updated 6 years ago
- Implementation of "Distribution Alignment: A Unified Framework for Long-tail Visual Recognition"(CVPR 2021)☆117Updated 3 years ago
- (L2ID@CVPR2021, TNNLS2022) Boosting Co-teaching with Compression Regularization for Label Noise☆47Updated last year
- ☆46Updated 3 years ago
- self-supervised domain adaptation☆48Updated 5 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 2 years ago
- [AAAI-2020, Oral] Diversity Transfer Network for Few-Shot Learning☆61Updated 4 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆81Updated last year
- ☆130Updated 2 years ago
- SKD : Self-supervised Knowledge Distillation for Few-shot Learning☆96Updated last year
- 90%+ with 40 labels. please see the readme for details.☆37Updated 4 years ago
- This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113☆57Updated last year
- Pytorch Implementation of CVPR19 "Few-shot Learning via Saliency-guided Hallucination of Samples"☆32Updated 5 years ago
- ☆31Updated 3 years ago
- ☆26Updated 3 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 5 years ago
- Unsupervised Domain Adaptation through Self-Supervision☆79Updated 3 years ago
- ☆46Updated 4 years ago
- ICLR 2021: A Universal Representation Transformer Layer for Few-Shot Image Classification☆104Updated 3 years ago
- Ensembles of CNNs for few-shot image classification☆53Updated 3 years ago
- Code for paper "Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss" (CVPR 2019)☆64Updated 3 years ago
- [ECCV 2020] Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization☆48Updated 2 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆103Updated 3 years ago
- Code for the paper "Incremental Learning Techniques for Semantic Segmentation", Michieli U. and Zanuttigh P., ICCVW, 2019☆59Updated 4 years ago
- Laplacian Regularized Few Shot Learning☆81Updated 2 years ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆150Updated 2 years ago
- Meta-Learning based Noise-Tolerant Training☆123Updated 4 years ago
- Few-Shot Learning with Global Class Representations☆74Updated 2 years ago