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Towards Efficient Data-Centric Robust Machine Learning with Noise-based
  Augmentation

Towards Efficient Data-Centric Robust Machine Learning with Noise-based Augmentation

8 March 2022
Xiaogeng Liu
Haoyu Wang
Yechao Zhang
Fangzhou Wu
Shengshan Hu
    OOD
ArXivPDFHTML

Papers citing "Towards Efficient Data-Centric Robust Machine Learning with Noise-based Augmentation"

4 / 4 papers shown
Title
Harnessing the Power of Noise: A Survey of Techniques and Applications
Harnessing the Power of Noise: A Survey of Techniques and Applications
Reyhaneh Abdolazimi
Shengmin Jin
Pramod K. Varshney
Reza Zafarani
18
0
0
08 Oct 2024
Why Does Little Robustness Help? Understanding and Improving Adversarial
  Transferability from Surrogate Training
Why Does Little Robustness Help? Understanding and Improving Adversarial Transferability from Surrogate Training
Yechao Zhang
Shengshan Hu
Leo Yu Zhang
Junyu Shi
Minghui Li
Xiaogeng Liu
Wei Wan
Hai Jin
AAML
22
20
0
15 Jul 2023
Self-Improving-Leaderboard(SIL): A Call for Real-World Centric Natural
  Language Processing Leaderboards
Self-Improving-Leaderboard(SIL): A Call for Real-World Centric Natural Language Processing Leaderboards
Chanjun Park
Hyeonseok Moon
Seolhwa Lee
Jaehyung Seo
Sugyeong Eo
Heu-Jeoung Lim
17
2
0
20 Mar 2023
Skeleton-based Human Action Recognition via Convolutional Neural
  Networks (CNN)
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN)
Ayman Ali
Ekkasit Pinyoanuntapong
Pu Wang
Mohsen Dorodchi
3DH
20
10
0
31 Jan 2023
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