aniket03 / pirl_pytorch
Implementation of Pre-text invariant representation learning algorithm in pytorch
☆11Updated 4 years ago
Related projects: ⓘ
- Tensorflow implementation of S4L: Self-Supervised Semi-Supervised Learning☆95Updated 4 years ago
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆36Updated 3 years ago
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 4 years ago
- Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"☆79Updated 5 months ago
- ☆46Updated 3 years ago
- ☆34Updated 6 years ago
- Official code for the paper "Self-Supervised Prototypical Transfer Learning for Few-Shot Classification"☆51Updated 3 years ago
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆79Updated 4 years ago
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Updated 11 months ago
- Pytorch implementation of Real Time Image Saliency for Black Box Classifiers https://arxiv.org/abs/1705.07857☆57Updated 4 years ago
- Unsupervised Domain Adaptation through Self-Supervision☆79Updated 2 years ago
- Zero-Shot Knowledge Distillation in Deep Networks☆64Updated 2 years ago
- Official code for "Towards Recognizing Unseen Categories in Unseen Domains"☆62Updated last year
- Code for Unsupervised Learning via Meta-Learning.☆65Updated 3 years ago
- Official Implementation of "Random Path Selection for Incremental Learning" paper. NeurIPS 2019☆53Updated last year
- Semi-Supervised Fine-Grained Recognition Challenge at FGVC7☆29Updated last year
- This is the code base for paper "G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling" by Souradip…☆75Updated 2 years ago
- Code for the paper "Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets", ICCV 2019☆27Updated 4 years ago
- ☆46Updated last year
- A PyTorch converter for SimCLR checkpoints☆105Updated 3 years ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆48Updated 2 years ago
- Meta-Learning based Noise-Tolerant Training☆122Updated 4 years ago
- Code for Net2Vec: Quantifying and Explaining how Concepts are Encoded by Filters in Deep Neural Networks☆31Updated 6 years ago
- Official adversarial mixup resynthesis repository☆33Updated 4 years ago
- Learning Robust Global Representations by Penalizing Local Predictive Power (NeurIPS 2019))☆17Updated last year
- ☆38Updated 4 years ago
- REPresentAtion bIas Removal (REPAIR) of datasets☆54Updated last year
- Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018☆121Updated 4 years ago
- Self-Supervised Representation Learning by Rotation Feature Decoupling☆96Updated 5 years ago
- PyTorch implementation of Weighted Batch-Normalization layers☆37Updated 4 years ago