thulas / dac-label-noise
Label de-noising for deep learning
☆58Updated 5 years ago
Alternatives and similar repositories for dac-label-noise:
Users that are interested in dac-label-noise are comparing it to the libraries listed below
- OD-test: A Less Biased Evaluation of Out-of-Distribution (Outlier) Detectors (PyTorch)☆62Updated last year
- ☆46Updated 2 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 5 years ago
- ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels☆90Updated 4 years ago
- Gold Loss Correction☆86Updated 6 years ago
- Sinkhorn Label Allocation is a label assignment method for semi-supervised self-training algorithms. The SLA algorithm is described in fu…☆53Updated 3 years ago
- ☆34Updated 6 years ago
- Improving generalization by controlling label-noise information in neural network weights.☆40Updated 4 years ago
- ☆130Updated 2 years ago
- ICML'19: How does Disagreement Help Generalization against Label Corruption?☆21Updated 5 years ago
- An implementation of MixMatch with PyTorch☆36Updated 3 years ago
- A PyTorch Implementation of a Large Margin Deep Networks for Classification☆23Updated 5 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Updated 4 years ago
- PyTorch Implementations of Dropout Variants☆87Updated 7 years ago
- An implementation of the Residual Flow algorithm for out-of-distribution detection.☆30Updated 2 years ago
- Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"☆60Updated 6 months ago
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆185Updated 5 years ago
- Robust loss functions for deep neural networks (CVPR 2017)☆91Updated 4 years ago
- ☆58Updated 3 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Updated 3 years ago
- Official adversarial mixup resynthesis repository☆35Updated 4 years ago
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Updated last year
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 2 years ago
- EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning☆81Updated last year
- [ICCV 2019 oral] Code for Semi-Supervised Learning by Augmented Distribution Alignment☆62Updated 2 years ago
- Regularizing Meta-Learning via Gradient Dropout☆52Updated 4 years ago
- A pytorch dataset sampler for always sampling balanced batches.☆111Updated 4 years ago
- ☆34Updated 6 years ago
- ☆53Updated 6 years ago
- A DIRT-T Approach to Unsupervised Domain Adaptation (ICLR 2018)☆175Updated 6 years ago