ae-foster / pytorch-simclr
A PyTorch reproduction of 'A Simple Framework for Contrastive Learning of Visual Representations' by Ting Chen, et al.
☆47Updated 7 months ago
Alternatives and similar repositories for pytorch-simclr:
Users that are interested in pytorch-simclr are comparing it to the libraries listed below
- ☆58Updated 3 years ago
- PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"☆74Updated 4 years ago
- Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation☆68Updated 4 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆117Updated 3 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated last year
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆85Updated 2 years ago
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- Gradient Starvation: A Learning Proclivity in Neural Networks☆61Updated 4 years ago
- PyTorch Implementation of Neural Statistician☆60Updated 2 years ago
- Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)☆83Updated 2 years ago
- Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"☆40Updated 2 years ago
- ☆107Updated last year
- ☆53Updated 5 months ago
- Code to implement the AND-mask and geometric mean to do gradient based optimization, from the paper "Learning explanations that are hard …☆39Updated 4 years ago
- Official source code repository for the ICML 2021 paper "Hierarchical VAEs Know What They Don't Know"☆30Updated 3 years ago
- Improving Transformation Invariance in Contrastive Representation Learning☆13Updated 3 years ago
- ☆87Updated 3 years ago
- A way to achieve uniform confidence far away from the training data.☆37Updated 3 years ago
- Code for Neural Manifold Clustering and Embedding☆57Updated 2 years ago
- An implementation of "A Simple Framework for Contrastive Learning of Visual Representatoins" SimCLR☆33Updated 3 years ago
- Supporting code for the paper "Dangers of Bayesian Model Averaging under Covariate Shift"☆33Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆41Updated last year
- ☆57Updated last year
- ☆34Updated 3 years ago
- ☆38Updated 2 months ago
- Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.☆142Updated 8 months ago
- PyTorch Implementations of Dropout Variants☆87Updated 7 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆197Updated 8 months ago
- Pytorch SimCLR on CIFAR10 (92.85% test accuracy)☆59Updated 4 years ago
- CIFAR-5m dataset☆38Updated 4 years ago