Efficient Learning of Augmentation Policy Schedules
☆508Oct 27, 2019Updated 6 years ago
Alternatives and similar repositories for pba
Users that are interested in pba are comparing it to the libraries listed below
Sorting:
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,610Jun 16, 2021Updated 4 years ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,494May 16, 2023Updated 2 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Dec 14, 2020Updated 5 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆638Mar 14, 2023Updated 3 years ago
- Discover augmentation strategies tailored for your dataset☆250Nov 14, 2025Updated 4 months ago
- Unsupervised Data Augmentation (UDA)☆2,202Aug 28, 2021Updated 4 years ago
- pip install antialiased-cnns to improve stability and accuracy☆1,681Apr 8, 2024Updated last year
- Scaling and Benchmarking Self-Supervised Visual Representation Learning☆587Oct 12, 2021Updated 4 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆294Jul 4, 2020Updated 5 years ago
- A Pytorch implementation of Fast AutoAugment and EfficientNet☆119Jul 30, 2019Updated 6 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆988Mar 12, 2026Updated last week
- Multinomial Distribution Learning for Effective Neural Architecture Search☆208Jun 24, 2019Updated 6 years ago
- 2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552☆555Mar 16, 2020Updated 6 years ago
- Differentiable architecture search for convolutional and recurrent networks☆3,993Jan 3, 2021Updated 5 years ago
- This repository reproduces the results of the paper: "Fixing the train-test resolution discrepancy" https://arxiv.org/abs/1906.06423☆1,044Aug 11, 2021Updated 4 years ago
- ☆16Jun 18, 2025Updated 9 months ago
- Reference models and tools for Cloud TPUs.☆5,272Updated this week
- Codebase for Image Classification Research, written in PyTorch.☆2,166Mar 20, 2024Updated 2 years ago
- On the Variance of the Adaptive Learning Rate and Beyond☆2,549Jul 31, 2021Updated 4 years ago
- Official Pytorch implementation of CutMix regularizer☆1,246Sep 16, 2020Updated 5 years ago
- Code for "Are labels necessary for neural architecture search"☆92Mar 20, 2024Updated 2 years ago
- mixup: Beyond Empirical Risk Minimization☆1,199Oct 12, 2021Updated 4 years ago
- Unofficial PyTorch Implementation of Unsupervised Data Augmentation.☆148Oct 19, 2020Updated 5 years ago
- [ECCV 2020] DADA: Differentiable Automatic Data Augmentation☆191Jul 6, 2023Updated 2 years ago
- A specially designed light version of Fast AutoAugment☆170May 12, 2020Updated 5 years ago
- Standardizing weights to accelerate micro-batch training☆549Feb 26, 2022Updated 4 years ago
- A PyTorch implementation of EfficientNet☆8,219Apr 8, 2022Updated 3 years ago
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,726Jul 6, 2023Updated 2 years ago
- PyTorch implementation of PNASNet-5 on ImageNet☆320Aug 4, 2022Updated 3 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,588Apr 24, 2022Updated 3 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆444Jul 3, 2020Updated 5 years ago
- Image augmentation for machine learning experiments.☆14,733Jul 30, 2024Updated last year
- ☆1,146Mar 24, 2023Updated 2 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,335Nov 10, 2020Updated 5 years ago
- Reproduction of AutoAugment from Google☆34Dec 11, 2020Updated 5 years ago
- ResNeSt: Split-Attention Networks☆3,264Dec 9, 2022Updated 3 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- A general, modular, and programmable architecture search framework☆124Mar 24, 2023Updated 2 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Feb 18, 2020Updated 6 years ago