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Poster
Tue 14:00 C-Mixup: Improving Generalization in Regression
Huaxiu Yao · Yiping Wang · Linjun Zhang · James Zou · Chelsea Finn
Poster
Wed 9:00 FeLMi : Few shot Learning with hard Mixup
Aniket Roy · Anshul Shah · Ketul Shah · Prithviraj Dhar · Anoop Cherian · Rama Chellappa
Poster
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
Poster
Thu 9:00 TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
Hyeong Kyu Choi · Joonmyung Choi · Hyunwoo Kim
Poster
Tue 14:00 SageMix: Saliency-Guided Mixup for Point Clouds
Sanghyeok Lee · Minkyu Jeon · Injae Kim · Yunyang Xiong · Hyunwoo Kim
Poster
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
Poster
Tue 9:00 A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
Chanwoo Park · Sangdoo Yun · Sanghyuk Chun
Poster
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
Workshop
Fri 8:15 Chelsea Finn on Repurposing Mixup for Robustness and Regression
Workshop
Over-Training with Mixup May Hurt Generalization
Zixuan Liu · Ziqiao Wang · Hongyu Guo · Yongyi Mao
Workshop
Mixup for Robust Image Classification - Application in Continuously Transitioning Industrial Sprays
Huanyi Shui · Hongjiang Li · devesh upadhyay · Praveen Narayanan · Alemayehu Solomon Admasu
Workshop
On Data Augmentation and Consistency-based Semi-supervised Relation Extraction
Komal Teru