rschwarz15 / CPCV2-PyTorch
Contrastive Predictive Coding for Image Recognition
☆33Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for CPCV2-PyTorch
- Mutual Information in Pytorch☆108Updated last year
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆81Updated 4 years ago
- This is an implementation of the VAE (Variational Autoencoder) for Cifar10☆64Updated 2 years ago
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆288Updated 4 years ago
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- Mutual Information Gradient Estimation☆12Updated 3 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆56Updated 4 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆163Updated 2 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆129Updated 2 years ago
- ☆29Updated 3 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆29Updated 2 years ago
- A PyTorch converter for SimCLR checkpoints☆106Updated 3 years ago
- Pytorch implementation of Deep Variational Information Bottleneck☆177Updated 6 years ago
- The official PyTorch implementation of the paper: Xili Dai, Shengbang Tong, et al. "Closed-Loop Data Transcription to an LDR via Minimaxi…☆62Updated 2 years ago
- Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE☆90Updated 3 years ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆32Updated 3 years ago
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆80Updated 4 years ago
- Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)☆72Updated 3 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆116Updated 2 years ago
- PyTorch dataset for CUB-200-2011☆55Updated 2 years ago
- A Variational Autoencoder based on the ResNet18-architecture☆116Updated 5 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆192Updated 6 months ago
- ☆38Updated 2 weeks ago
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆68Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆125Updated last year
- Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.☆53Updated last year
- This code implements sparse coding in PyTorch with GPU support.☆30Updated 3 years ago
- The MNIST-M dataset for domain adaptation (PyTorch).☆36Updated 4 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆88Updated 3 years ago