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23 Results
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Poster
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Wed 1:00 |
On Data-Augmentation and Consistency-Based Semi-Supervised Learning Atin Ghosh · alexandre thiery |
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Poster
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Mon 1:00 |
SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization A F M Shahab Uddin · Mst. Sirazam Monira · Wheemyung Shin · TaeChoong Chung · Sung-Ho Bae |
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Poster
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Tue 17:00 |
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim · Wonho Choo · Hosan Jeong · Hyun Oh Song |
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Oral
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Tue 21:03 |
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim · Wonho Choo · Hosan Jeong · Hyun Oh Song |
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Workshop
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Data Augmentation Can Improve Robustness Sylvestre-Alvise Rebuffi |
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Poster
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Tue 17:00 |
Viewmaker Networks: Learning Views for Unsupervised Representation Learning Alex Tamkin · Mike Wu · Noah Goodman |
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Poster
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Wed 1:00 |
Reweighting Augmented Samples by Minimizing the Maximal Expected Loss Mingyang Yi · LU HOU · Lifeng Shang · Xin Jiang · Qun Liu · Zhi-Ming Ma |
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Poster
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Mon 9:00 |
Shape-Texture Debiased Neural Network Training Yinigwei Li · Qihang Yu · Mingxing Tan · Jieru Mei · Peng Tang · Wei Shen · Alan Yuille · Cihang Xie |
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Workshop
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DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations Eitan Borgnia |
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Poster
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Mon 9:00 |
Training GANs with Stronger Augmentations via Contrastive Discriminator Jongheon Jeong · Jinwoo Shin |
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Poster
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Thu 9:00 |
Learning to Recombine and Resample Data For Compositional Generalization Ekin Akyürek · Afra Feyza Akyürek · Jacob Andreas |
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Poster
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Tue 9:00 |
Tradeoffs in Data Augmentation: An Empirical Study Raphael Gontijo Lopes · Sylvia Smullin · Ekin Cubuk · Ethan Dyer |