SchafferZhang / DADALinks
code for "DADA: Deep Adversarial Data Augmentation for Extremely Low Data Regime Classification"
☆52Updated 7 years ago
Alternatives and similar repositories for DADA
Users that are interested in DADA are comparing it to the libraries listed below
Sorting:
- Outlier Exposure with Confidence Control for Out-of-Distribution Detection☆71Updated 4 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆270Updated 4 years ago
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆118Updated 6 years ago
- Pytorch implementation of semi-supervised DCGAN based on "Improved Techniques for Training GANs"☆41Updated 3 years ago
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 6 years ago
- Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"☆143Updated 6 years ago
- Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018☆121Updated 5 years ago
- Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"☆155Updated 5 years ago
- Addressing Failure Prediction by Learning Model Confidence☆173Updated 3 years ago
- A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.☆339Updated 4 years ago
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆189Updated 6 years ago
- Robust Out-of-distribution Detection in Neural Networks☆73Updated 3 years ago
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆79Updated 4 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Updated 5 years ago
- Rethinking Feature Distribution for Loss Functions in Image Classification☆41Updated 2 years ago
- "Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)☆105Updated 5 years ago
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆82Updated last year
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆81Updated 6 years ago
- Sparse Autoencoders using FashionMNIST dataset☆35Updated 7 years ago
- PyTorch implementation of semi-supervised GAN☆13Updated 8 years ago
- An adversarial autoencoder implementation in pytorch☆86Updated 6 years ago
- Generative Adversarial Minority Oversampling☆33Updated 6 years ago
- Full implementation of the paper "Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator".☆101Updated 5 years ago
- Accompanying code for the paper "Zero-shot Knowledge Transfer via Adversarial Belief Matching"☆144Updated 5 years ago
- Code for NeurIPS 2019 Paper, "L_DMI: An Information-theoretic Noise-robust Loss Function"☆119Updated 2 years ago
- Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018☆182Updated 5 years ago
- Learning Confidence for Out-of-Distribution Detection in Neural Networks☆275Updated 7 years ago
- Domain agnostic learning with disentangled representations☆147Updated 6 years ago
- This is a PyTorch implementation of the Unsupervised Domain Adaptation method proposed in the paper Deep CORAL: Correlation Alignment for…☆59Updated 7 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 3 years ago