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Awesome-Mixup
Awesome List of Mixup Augmentation Papers for Visual Representation Learning
https://github.com/Westlake-AI/Awesome-Mixup
- Awesome-Mixup - AI/openmixup) and [Awesome-Mix](https://github.com/ChengtaiCao/Awesome-Mix), and we are working on a comperhensive survey on mixup augmentations. We first summarize fundamental mixup methods from two aspects: *sample mixup policy* and *label mixup policy*. Then, we summarize mixup techniques for self- and semi-supervised learning and various downstream tasks.
- Connected Papers
- ArXiv
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- pull requests
- @Lupin1998 - Mixup`!
- OpenMixup - and Self-Supervised Visual Representation Learning Toolbox and Benchmark.
- OpenMixup - and Self-Supervised Visual Representation Learning Toolbox and Benchmark.
- Awesome-Mix - based Data Augmentation: Taxonomy, Methods, Applications, and Explainability, we categorize them based on our proposed taxonomy`.
- survery-image-mixing-and-deleting-for-data-augmentation
- awesome-mixup
- awesome-mixed-sample-data-augmentation
- data-augmentation-review
Programming Languages
Keywords
mixup
12
data-augmentation
10
pytorch
10
deep-learning
9
representation-learning
6
contrastive-learning
6
self-supervised-learning
6
machine-learning
6
augmentation
5
image-classification
4
imagenet
4
data-generation
3
masked-image-modeling
3
unsupervised-learning
3
vision-transformer
3
cutmix
3
awesome-mixup
2
image-augmentation
2
semi-supervised-learning
2
data-augmentations
2
natural-language-processing
2
transfer-learning
2
regularization
2
nlp
2
mix-up
2
nlp-augmentation
2
transformer
2
segmentation
2
regression
1
ranking-algorithms
1
neurips-2023
1
nlp-machine-learning
1
neurips
1
continuity
1
lidar
1
autonomous-driving
1
language-model
1
data-efficiency
1
multimodal
1
pretraining
1
vision-language
1
augmentation-methods
1
calibration
1
bert
1
low-resouce-language
1
wordnet
1
word2vec
1
synonym
1
cutmix-mixup
1
generalization
1