Code release for "Self-Tuning for Data-Efficient Deep Learning" (ICML 2021)
☆112Jul 29, 2021Updated 4 years ago
Alternatives and similar repositories for Self-Tuning
Users that are interested in Self-Tuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning☆56Sep 17, 2021Updated 4 years ago
- [ICCV 2021] Official PyTorch implementation for Deep Relational Metric Learning.☆43Jan 11, 2022Updated 4 years ago
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆106Sep 21, 2025Updated 6 months ago
- Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.☆150Aug 10, 2022Updated 3 years ago
- The official repo of the CVPR2021 oral paper: Representative Batch Normalization with Feature Calibration☆84Sep 17, 2022Updated 3 years ago
- PyTorch code for the paper: "FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning"☆50Feb 8, 2021Updated 5 years ago
- [CVPR 2021] Code for "Augmentation Strategies for Learning with Noisy Labels".☆113Jan 9, 2022Updated 4 years ago
- Code release for NeurIPS 2020 paper "Co-Tuning for Transfer Learning"☆40Apr 27, 2022Updated 3 years ago
- [CVPR 2021] Adaptive Consistency Regularization for Semi-Supervised Transfer Learning☆106Oct 4, 2021Updated 4 years ago
- Implementation of the paper All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training☆45Feb 1, 2022Updated 4 years ago
- Improving Contrastive Learning by Visualizing Feature Transformation, ICCV 2021 Oral☆90Oct 11, 2021Updated 4 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆576Sep 14, 2020Updated 5 years ago
- [CVPR2021] Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning☆25Jul 21, 2022Updated 3 years ago
- (CVPR 2022) Automated Progressive Learning for Efficient Training of Vision Transformers☆25Feb 26, 2025Updated last year
- Code release of paper Debiased Self-Training for Semi-Supervised Learning (NeurIPS 2022 Oral)☆53Dec 12, 2022Updated 3 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Mar 9, 2020Updated 6 years ago
- Implementation of momentum^2 teacher☆121Jan 27, 2021Updated 5 years ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆62Nov 6, 2021Updated 4 years ago
- ☆13Jun 26, 2021Updated 4 years ago
- ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels☆91Dec 10, 2020Updated 5 years ago
- PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"☆608May 1, 2025Updated 10 months ago
- [ECCV'20 Oral] MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution☆159Oct 4, 2022Updated 3 years ago
- [NeurIPS'21] "AugMax: Adversarial Composition of Random Augmentations for Robust Training" by Haotao Wang, Chaowei Xiao, Jean Kossaifi, Z…☆125Dec 29, 2021Updated 4 years ago
- A collection of projects build with detectron2☆33May 6, 2022Updated 3 years ago
- Code for Multiple Instance Active Learning for Object Detection, CVPR 2021☆340Apr 21, 2023Updated 2 years ago
- IJCAI2020 & IJCV2021 Unsupervised Scene Adaptation with Memory Regularization in vivo☆396Oct 24, 2025Updated 4 months ago
- Evaluation of semi-supervised learning on challenging datasets☆38Dec 21, 2021Updated 4 years ago
- code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)☆270Oct 3, 2023Updated 2 years ago
- The implementation code of AAAI 2020 paper "Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution".☆12Dec 31, 2019Updated 6 years ago
- An efficient implicit semantic augmentation method, complementary to existing non-semantic techniques.☆593Apr 23, 2021Updated 4 years ago
- official implemntation for "Contrastive Learning with Stronger Augmentations"☆61Aug 2, 2021Updated 4 years ago
- ☆49Nov 25, 2019Updated 6 years ago
- Learning with Partial Supervision☆10Sep 21, 2023Updated 2 years ago
- Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)☆100Mar 1, 2022Updated 4 years ago
- (ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.☆64Oct 12, 2021Updated 4 years ago
- ☆880May 24, 2024Updated last year
- TensorFlow implementation of "TokenLearner: What Can 8 Learned Tokens Do for Images and Videos?"☆37Dec 17, 2021Updated 4 years ago
- Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)☆157Aug 24, 2023Updated 2 years ago
- Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting https://arxiv.org/abs/2108.08023…☆22Sep 9, 2021Updated 4 years ago