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Poster
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Tue 14:00 |
C-Mixup: Improving Generalization in Regression Huaxiu Yao · Yiping Wang · Linjun Zhang · James Zou · Chelsea Finn |
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Poster
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Wed 9:00 |
FeLMi : Few shot Learning with hard Mixup Aniket Roy · Anshul Shah · Ketul Shah · Prithviraj Dhar · Anoop Cherian · Rama Chellappa |
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Poster
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Tue 9:00 |
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup Zongbo Han · Zhipeng Liang · Fan Yang · Liu Liu · Lanqing Li · Yatao Bian · Peilin Zhao · Bingzhe Wu · Changqing Zhang · Jianhua Yao |
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Poster
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Thu 9:00 |
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers Hyeong Kyu Choi · Joonmyung Choi · Hyunwoo Kim |
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Poster
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Tue 14:00 |
SageMix: Saliency-Guided Mixup for Point Clouds Sanghyeok Lee · Minkyu Jeon · Injae Kim · Yunyang Xiong · Hyunwoo Kim |
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Poster
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Thu 9:00 |
Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness Francesco Pinto · Harry Yang · Ser Nam Lim · Philip Torr · Puneet Dokania |
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Poster
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Tue 9:00 |
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park · Sangdoo Yun · Sanghyuk Chun |
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Poster
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Tue 14:00 |
SelecMix: Debiased Learning by Contradicting-pair Sampling Inwoo Hwang · Sangjun Lee · Yunhyeok Kwak · Seong Joon Oh · Damien Teney · Jin-Hwa Kim · Byoung-Tak Zhang |
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Workshop
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Fri 8:15 |
Chelsea Finn on Repurposing Mixup for Robustness and Regression |
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Workshop
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Over-Training with Mixup May Hurt Generalization Zixuan Liu · Ziqiao Wang · Hongyu Guo · Yongyi Mao |
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Workshop
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Mixup for Robust Image Classification - Application in Continuously Transitioning Industrial Sprays Huanyi Shui · Hongjiang Li · devesh upadhyay · Praveen Narayanan · Alemayehu Solomon Admasu |
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Workshop
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On Data Augmentation and Consistency-based Semi-supervised Relation Extraction Komal Teru |