Philip-Bachman / amdim-publicLinks
Public repo for Augmented Multiscale Deep InfoMax representation learning
☆400Updated 5 years ago
Alternatives and similar repositories for amdim-public
Users that are interested in amdim-public are comparing it to the libraries listed below
Sorting:
- Code for reproducing Manifold Mixup results (ICML 2019)☆493Updated last year
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆586Updated 3 years ago
- Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"☆460Updated 6 years ago
- ☆351Updated 5 years ago
- ☆519Updated last year
- Improving Consistency-Based Semi-Supervised Learning with Weight Averaging☆186Updated 6 years ago
- Unsupervised Feature Learning via Non-parametric Instance Discrimination☆755Updated 4 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆541Updated 11 months ago
- Learning deep representations by mutual information estimation and maximization☆324Updated 6 years ago
- Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"☆808Updated 6 years ago
- NeurIPS 2020, Debiased Contrastive Learning☆283Updated 2 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆267Updated 4 years ago
- Reproduction of Momentum Contrast for Unsupervised Visual Representation Learning☆120Updated 11 months ago
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆81Updated 5 years ago
- Virtual Adversarial Training (VAT) implementation for PyTorch☆295Updated 6 years ago
- ☆370Updated 4 years ago
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆493Updated 3 years ago
- ☆328Updated 2 months ago
- Code for Unsupervised Embedding Learning via Invariant and Spreading Instance Feature☆210Updated 6 years ago
- Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"☆423Updated 2 years ago
- ☆523Updated 4 years ago
- Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations☆285Updated 2 years ago
- Pretrained bag-of-local-features neural networks☆313Updated 5 years ago
- A curated list of research papers related to learning disentangled representations☆464Updated 6 years ago
- PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning☆353Updated 6 years ago
- Implements the unsupervised pre-training of convolutional neural networks☆251Updated 3 years ago
- Light version of Network Dissection for Quantifying Interpretability of Networks☆217Updated 6 years ago
- Supplementary code for the paper "Hyperbolic Image Embeddings".☆378Updated 3 years ago
- ☆129Updated 2 years ago