google-research / task_adaptation
☆307Updated 6 months ago
Related projects: ⓘ
- ImageNet-R(endition) and DeepAugment (ICCV 2021)☆250Updated 3 years ago
- Official code for the CVPR 2021 paper "How Well Do Self-Supervised Models Transfer?"☆180Updated 10 months ago
- A PyTorch converter for SimCLR checkpoints☆105Updated 3 years ago
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Updated 2 years ago
- Understanding Training Dynamics of Deep ReLU Networks☆272Updated last week
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆333Updated last month
- A new test set for ImageNet☆231Updated last year
- A LARS implementation in PyTorch☆332Updated 4 years ago
- Self-labelling via simultaneous clustering and representation learning. (ICLR 2020)☆529Updated last month
- Public repo for Augmented Multiscale Deep InfoMax representation learning☆396Updated 4 years ago
- EsViT: Efficient self-supervised Vision Transformers☆407Updated last year
- A Pytorch-Lightning implementation of self-supervised algorithms☆530Updated 2 years ago
- Understanding Deep Networks via Extremal Perturbations and Smooth Masks☆342Updated 4 years ago
- Implementation for the paper "Adversarial Continual Learning" in PyTorch.☆252Updated last year
- Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting V…☆486Updated last year
- PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning☆476Updated 2 years ago
- ☆395Updated last year
- Repository for the CVPR19 oral paper "Domain Generalization by Solving Jigsaw Puzzles"☆248Updated last year
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆301Updated 3 years ago
- Differentiable Data Augmentation Library☆119Updated 2 years ago
- Semi-supervised ImageNet1K models☆241Updated 4 years ago
- Tools for generating mini-ImageNet dataset and processing batches☆421Updated 3 years ago
- Implementation of Slot Attention from GoogleAI☆378Updated 3 weeks ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆79Updated 4 years ago
- Self-Supervised Learning for OOD Detection (NeurIPS 2019)☆264Updated 3 years ago
- ☆367Updated 3 years ago
- ☆129Updated last year
- Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo co…☆190Updated 3 years ago
- (ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning"…☆342Updated 2 years ago
- ImageNet-Sketch data set for evaluating model's ability in learning (out-of-domain) semantics at ImageNet scale☆197Updated 2 years ago