rschwarz15 / CPCV2-PyTorchLinks
Contrastive Predictive Coding for Image Recognition
☆33Updated 4 years ago
Alternatives and similar repositories for CPCV2-PyTorch
Users that are interested in CPCV2-PyTorch are comparing it to the libraries listed below
Sorting:
- This is an implementation of the VAE (Variational Autoencoder) for Cifar10☆72Updated 3 years ago
- Mutual Information in Pytorch☆112Updated last year
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆81Updated 5 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆57Updated 5 years ago
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆303Updated 5 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆24Updated last year
- ☆64Updated 2 years ago
- PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 wit…☆195Updated last year
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆30Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- Generalizing to unseen domains via distribution matching☆72Updated 4 years ago
- Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)☆43Updated last year
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆73Updated 5 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆131Updated 2 years ago
- Implementation of 'DIVA: Domain Invariant Variational Autoencoders'☆102Updated 5 years ago
- A PyTorch converter for SimCLR checkpoints☆108Updated 4 years ago
- The MNIST-M dataset for domain adaptation (PyTorch).☆38Updated 4 years ago
- Denoising Masked Autoencoders Help Robust Classification.☆64Updated 2 years ago
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆350Updated 2 months ago
- Implementation of [Progressive Neural Networks](https://arxiv.org/abs/1606.04671) using Pytorch Framework☆52Updated 5 years ago
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆75Updated 4 years ago
- ☆36Updated 4 years ago
- Pytorch implementation of various neural network interpretability methods☆117Updated 3 years ago
- Project for the Large Scale Optimization course at Skoltech☆23Updated 6 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆38Updated 2 years ago
- This code implements sparse coding in PyTorch with GPU support.☆30Updated 4 years ago
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆96Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆207Updated last year