rschwarz15 / CPCV2-PyTorch
Contrastive Predictive Coding for Image Recognition
☆33Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for CPCV2-PyTorch
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆287Updated 4 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆55Updated 4 years ago
- Mutual Information in Pytorch☆107Updated last year
- This is an implementation of the VAE (Variational Autoencoder) for Cifar10☆64Updated 2 years ago
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆81Updated 4 years ago
- The MNIST-M dataset for domain adaptation (PyTorch).☆35Updated 4 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆88Updated 3 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆129Updated 2 years ago
- Pytorch implementation of the paper Exploring Simple Siamese Representation Learning.☆68Updated 3 years ago
- Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fin…☆161Updated 2 years ago
- PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discrimina…☆53Updated 2 years ago
- ☆70Updated last year
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743…☆36Updated 2 years ago
- PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 wit…☆170Updated 9 months ago
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆116Updated 2 years ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆31Updated 3 years ago
- Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"☆37Updated 2 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆125Updated last year
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆29Updated 2 years ago
- Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"☆62Updated 3 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆89Updated 2 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆81Updated 4 years ago
- ☆63Updated 2 years ago
- ☆38Updated this week
- Model Zoos for Continual Learning (ICLR 22)☆40Updated last year
- An Numpy and PyTorch Implementation of CKA-similarity with CUDA support☆83Updated 3 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆81Updated last year
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 2 years ago