Delving Deep into Label Smoothing

25 November 2020

Ming-Ming Cheng

Papers citing "Delving Deep into Label Smoothing"

26 / 26 papers shown

Title
REMEDI: Relative Feature Enhanced Meta-Learning with Distillation for Imbalanced Prediction Fei Liu Huanhuan Ren Yu Guan Xiuxu Wang Wang Lv Zhiqiang Hu Y. Chen 24 0 0 12 May 2025
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer Sungmin Kang Jaeha Song Jihie Kim MedIm 34 2 0 01 Aug 2024
Dual Branch Network Towards Accurate Printed Mathematical Expression Recognition Yuqing Wang Zhenyu Weng Zhaokun Zhou Shuaijian Ji Zhongjie Ye Yuesheng Zhu 24 2 0 14 Dec 2023
Semantic-embedded Similarity Prototype for Scene Recognition Chuanxin Song Hanbo Wu X. Ma Yibin Li 24 3 0 11 Aug 2023
Model Calibration in Dense Classification with Adaptive Label Perturbation Jiawei Liu Changkun Ye Shanpeng Wang Rui-Qing Cui Jing Zhang Kai Zhang Nick Barnes 42 5 0 25 Jul 2023
From Knowledge Distillation to Self-Knowledge Distillation: A Unified Approach with Normalized Loss and Customized Soft Labels Zhendong Yang Ailing Zeng Zhe Li Tianke Zhang Chun Yuan Yu Li 21 72 0 23 Mar 2023
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding Mengya Xu Mobarakol Islam Ben Glocker Hongliang Ren 28 1 0 22 Dec 2022
Soft Labels for Rapid Satellite Object Detection Matt Ciolino Grant Rosario David A. Noever ObjD 40 0 0 01 Dec 2022
LUMix: Improving Mixup by Better Modelling Label Uncertainty Shuyang Sun Jieneng Chen Ruifei He Alan Yuille Philip H. S. Torr Song Bai UQCV NoLa 13 5 0 29 Nov 2022
Event Transformer+. A multi-purpose solution for efficient event data processing Alberto Sabater Luis Montesano Ana C. Murillo ViT 31 8 0 22 Nov 2022
Soft Augmentation for Image Classification Yang Liu Shen Yan Laura Leal-Taixé James Hays Deva Ramanan 29 11 0 09 Nov 2022
Soft-labeling Strategies for Rapid Sub-Typing Grant Rosario David A. Noever Matt Ciolino 41 1 0 23 Sep 2022
Inverse Image Frequency for Long-tailed Image Recognition Konstantinos Panagiotis Alexandridis Shang Luo Anh H. Nguyen Jiankang Deng S. Zafeiriou 40 9 0 11 Sep 2022
Object Detection for Autonomous Dozers Chunfang Liu Burhaneddin Yaman 16 2 0 17 Aug 2022
Eliciting and Learning with Soft Labels from Every Annotator K. M. Collins Umang Bhatt Adrian Weller 11 44 0 02 Jul 2022
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? Christoph Koller Goran Kauermann Xiao Xiang Zhu UQCV 16 6 0 30 May 2022
Self-Distillation from the Last Mini-Batch for Consistency Regularization Yiqing Shen Liwu Xu Yuzhe Yang Yaqian Li Yandong Guo 15 60 0 30 Mar 2022
Representation Compensation Networks for Continual Semantic Segmentation Chang-Bin Zhang Jianqiang Xiao Xialei Liu Ying-Cong Chen Mingg-Ming Cheng SSeg CLL 37 93 0 10 Mar 2022
Adaptive Discriminative Regularization for Visual Classification Qingsong Zhao Yi Wang Shuguang Dou Chen Gong Yin Wang Cairong Zhao 18 0 0 02 Mar 2022
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance Yin-Yin He Peizhen Zhang Xiu-Shen Wei X. Zhang Jian-jun Sun ISeg 21 24 0 08 Jan 2022
Structure-Aware Label Smoothing for Graph Neural Networks Yiwei Wang Yujun Cai Yuxuan Liang Wei Wang Henghui Ding Muhao Chen Jing Tang Bryan Hooi 26 3 0 01 Dec 2021
Navigation-Oriented Scene Understanding for Robotic Autonomy: Learning to Segment Driveability in Egocentric Images Galadrielle Humblot-Renaux Letizia Marchegiani T. Moeslund Rikke Gade SSeg EgoV 28 14 0 15 Sep 2021
Jitter: Random Jittering Loss Function Zhicheng Cai Chenglei Peng S. Du 11 3 0 25 Jun 2021
Salient Objects in Clutter Deng-Ping Fan Jing Zhang Gang Xu Mingg-Ming Cheng Ling Shao 34 42 0 07 May 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016