【数据增强】AUGMIX: A SIMPLE DATA PROCESSING METHOD TO IMPROVE ROBUSTNESS AND UNCERTAINTY

时间 2021-01-02

标签数据增强繁體版

原文原文链接

与Cutout、Mixup、CutMix的效果对比：算法伪码：算法实际执行效果可视化：增强上图是本文使用的数据增强操作，来自AutoAugment。移除了其中会和ImageNet-C corruptions（测试集）重叠的操作：contrast, color, brightness, sharpness, cutout，图片噪音和模糊化操作。随机选择k个增强链，默认设置K = 3。每个

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1. A gradient boosting method to improve travel time prediction
2. SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition
3. 【数据增强】Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming
4. 【论文快读】DeepFool: a simple and accurate method to fool deep neural networks(2016)
5. NLP 数据增强 Data Augmentation
6. to improve sqlite performance
7. CNN Data Augmentation（数据增强）-旋转
8. How to use Asynchronous Servlets to improve perfor
9. How To Improve Deep Learning Performance
10. ntroduction to Ray Tracing: a Simple Method for Creating 3D Images

>>更多相关文章<<