rschwarz15 / CPCV2-PyTorch
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
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆299Updated 4 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆36Updated last year
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆24Updated 11 months ago
- Mutual Information in Pytorch☆110Updated last year
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆90Updated 8 months ago
- PyTorch Implementation of Contrastive Predictive Coding for image recognition, based on research papers https://arxiv.org/abs/1807.03748 …☆82Updated 5 years ago
- PyTorch Implementation - Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction☆31Updated 3 years ago
- Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆131Updated 2 years ago
- Pretrained SimCLRv2 models in Pytorch☆105Updated 4 years ago
- Code for Neural Manifold Clustering and Embedding☆59Updated 3 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 5 months ago
- Code for the intrinsic dimensionality estimate of data representations☆79Updated 5 years ago
- A PyTorch converter for SimCLR checkpoints☆109Updated 4 years ago
- (Pytorch) Training ResNets on ImageNet-100 data☆56Updated 3 years ago
- Functional Regularisation for Continual Learning with Gaussian Processes☆14Updated 4 years ago
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆47Updated last year
- Project for the Large Scale Optimization course at Skoltech☆22Updated 6 years ago
- Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.☆141Updated 3 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆217Updated 3 years ago
- The MNIST-M dataset for domain adaptation (PyTorch).☆37Updated 4 years ago
- This code implements sparse coding in PyTorch with GPU support.☆30Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)☆43Updated 10 months ago
- ☆36Updated 3 years ago
- Testing Difference Target Propagation (DTP) on MNIST.☆12Updated 4 years ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆58Updated 4 years ago
- PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from s…☆31Updated 3 years ago
- PyTorch dataset for CUB-200-2011☆55Updated 2 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆30Updated 3 years ago
- This is an implementation of the VAE (Variational Autoencoder) for Cifar10☆72Updated 3 years ago