mixup: Beyond Empirical Risk Minimization

25 October 2017

Papers citing "mixup: Beyond Empirical Risk Minimization"

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Title
Towards Realistic Long-tailed Semi-supervised Learning in an Open World Yuanpeng He Lijian Li 31 0 0 23 May 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 43 916 0 23 May 2024
Efficient Multitask Dense Predictor via Binarization Yuzhang Shang Dan Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ AAML 35 1 0 23 May 2024
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers Bum Jun Kim Sang Woo Kim ViT 43 1 0 23 May 2024
Improving Generalization of Deep Neural Networks by Optimum Shifting Yuyan Zhou Ye Li Lei Feng Sheng-Jun Huang OOD ODL 38 0 0 23 May 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 52 2 0 22 May 2024
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning Yimeng Shan Malu Zhang Rui-jie Zhu Xuerui Qiu Jason Eshraghian Haicheng Qu 45 6 0 22 May 2024
Semantic Equitable Clustering: A Simple, Fast and Effective Strategy for Vision Transformer Qihang Fan Huaibo Huang Mingrui Chen Ran He 51 3 0 22 May 2024
Vision Transformer with Sparse Scan Prior Qihang Fan Huaibo Huang Mingrui Chen Ran He ViT 48 5 0 22 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification Tom Burgert Tim Siebert Kai Norman Clasen Begüm Demir Begüm Demir 49 1 0 22 May 2024
Towards Certification of Uncertainty Calibration under Adversarial Attacks Cornelius Emde Francesco Pinto Thomas Lukasiewicz Philip Torr Adel Bibi AAML 45 0 0 22 May 2024
Can We Treat Noisy Labels as Accurate? Yuxiang Zheng Zhongyi Han Yilong Yin Xin Gao Tongliang Liu 38 1 0 21 May 2024
StarLKNet: Star Mixup with Large Kernel Networks for Palm Vein Identification Xin Jin Hongyu Zhu M. El-Yacoubi Hongchao Liao Huafeng Qin Yun Jiang 39 6 0 21 May 2024
EPL: Empirical Prototype Learning for Deep Face Recognition Weijia Fan Jiajun Wen Xi Jia Linlin Shen Jiancan Zhou Qiufu Li VLM 79 3 0 21 May 2024
Data Augmentation for Text-based Person Retrieval Using Large Language Models Zheng Li Lijia Si Caili Guo Yang Yang Qiushi Cao 44 3 0 20 May 2024
Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification Mengyu Li Y. Liu Fausto Giunchiglia Xiaoyue Feng Renchu Guan VLM 47 5 0 19 May 2024
BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution Jun Wang B. Tondi Mauro Barni DiffM 41 1 0 19 May 2024
AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation Suorong Yang Peijia Li Xin Xiong Shen Furao Jian Zhao 24 1 0 19 May 2024
A Unified Approach Towards Active Learning and Out-of-Distribution Detection Sebastian Schmidt Leonard Schenk Leo Schwinn Stephan Günnemann 46 3 0 18 May 2024
Domain Generalization for Zero-calibration BCIs with Knowledge Distillation-based Phase Invariant Feature Extraction Zilin Liang Zheng Zheng Weihai Chen Xinzhi Ma Zhongcai Pei Xiantao Sun OOD 26 1 0 18 May 2024
MixCut:A Data Augmentation Method for Facial Expression Recognition Jiaxiang Yu Yiyang Liu Ruiyang Fan Guobing Sun CVBM 22 0 0 17 May 2024
Quantum Vision Transformers for Quark-Gluon Classification Marçal Comajoan Cara Gopal Ramesh Dahale Zhongtian Dong Roy T. Forestano S. Gleyzer ... Kyoungchul Kong Tom Magorsch Konstantin T. Matchev Katia Matcheva Eyup B. Unlu 48 9 0 16 May 2024
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEG Robert Hogan S. Mathieson Aurel Luca S. Ventura Sean Griffin Geraldine Boylan John M. O'Toole 22 6 0 16 May 2024
LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation Wentao Jiang Jing Zhang Di Wang Qiming Zhang Zengmao Wang Bo Du 37 5 0 16 May 2024
Color Space Learning for Cross-Color Person Re-Identification Jiahao Nie Shan Lin Alex C. Kot 34 2 0 15 May 2024
Aggregate Representation Measure for Predictive Model Reusability Vishwesh Sangarya Richard M. Bradford Jung-Eun Kim 29 2 0 15 May 2024
Small but Fair! Fairness for Multimodal Human-Human and Robot-Human Mental Wellbeing Coaching Jiaee Cheong Micol Spitale Hatice Gunes 33 3 0 15 May 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 109 22 0 15 May 2024
EfficientTrain++: Generalized Curriculum Learning for Efficient Visual Backbone Training Yulin Wang Yang Yue Rui Lu Yizeng Han Shiji Song Gao Huang VLM 64 12 0 14 May 2024
Energy-based Hopfield Boosting for Out-of-Distribution Detection Claus Hofmann Simon Schmid Bernhard Lehner Daniel Klotz Sepp Hochreiter OODD 45 8 0 14 May 2024
Dynamic Feature Learning and Matching for Class-Incremental Learning Sunyuan Qiang Yanyan Liang Jun Wan Du Zhang CLL 38 3 0 14 May 2024
MambaOut: Do We Really Need Mamba for Vision? Weihao Yu Xinchao Wang Mamba 50 48 0 13 May 2024
FORESEE: Multimodal and Multi-view Representation Learning for Robust Prediction of Cancer Survival Liangrui Pan Yijun Peng Yan Li Yiyi Liang Liwen Xu Qingchun Liang Shaoliang Peng 36 0 0 13 May 2024
Feature Expansion and enhanced Compression for Class Incremental Learning Quentin Ferdinand G. Chenadec Benoit Clement Panagiotis Papadakis Quentin Oliveau CLL 24 0 0 13 May 2024
Incorporating Anatomical Awareness for Enhanced Generalizability and Progression Prediction in Deep Learning-Based Radiographic Sacroiliitis Detection Felix J. Dorfner J. Vahldiek Leonhard Donle Andrei Zhukov Lina Xu ... T. Diekhoff M. Torgutalp Lisa Christine Adams Denis Poddubnyy Keno K. Bressem AI4CE 43 1 0 12 May 2024
Replication Study and Benchmarking of Real-Time Object Detection Models Pierre-Luc Asselin Vincent Coulombe William Guimont-Martin William Larrivée-Hardy 52 0 0 11 May 2024
Non-stationary Domain Generalization: Theory and Algorithm Thai-Hoang Pham Xueru Zhang Ping Zhang OOD 51 1 0 10 May 2024
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models? Engin Uzun Erdem Akagündüz 43 0 0 10 May 2024
KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach Teerath Kumar Alessandra Mileo Malika Bendechache AAML 28 4 0 10 May 2024
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation Yu Lei Haolun Luo Lituan Wang Zhenwei Zhang Lei Zhang 33 1 0 10 May 2024
Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks Rongrong Ma Guansong Pang Ling-Hao Chen AI4CE 31 0 0 08 May 2024
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis Zhihan Ju Wanting Zhou Longteng Kong Yu Chen Yi Li Zhenan Sun Caifeng Shan MedIm 29 1 0 08 May 2024
Pedestrian Attribute Recognition as Label-balanced Multi-label Learning Yibo Zhou Hai-Miao Hu Yirong Xiang Xiaokang Zhang Haotian Wu 33 3 0 08 May 2024
Learning Social Graph for Inactive User Recommendation Nian Liu Shen Fan Ting Bai Peng Wang Mingwei Sun Yanhu Mo Xiaoxiao Xu Hong Liu Chuan Shi 67 0 0 08 May 2024
Multi-Modal Data-Efficient 3D Scene Understanding for Autonomous Driving Lingdong Kong Xiang Xu Jiawei Ren Wenwei Zhang Liang Pan Kai-xiang Chen Wei Tsang Ooi Ziwei Liu 45 17 0 08 May 2024
Effective and Robust Adversarial Training against Data and Label Corruptions Pengfei Zhang Zi Huang Xin-Shun Xu Guangdong Bai 51 4 0 07 May 2024
Why is SAM Robust to Label Noise? Christina Baek Zico Kolter Aditi Raghunathan NoLa AAML 43 9 0 06 May 2024
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation Guangtao Zheng Wenqian Ye Aidong Zhang 36 4 0 06 May 2024
Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension M. Herde Lukas Lührs Denis Huseljic Bernhard Sick 29 3 0 06 May 2024
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification June-Woo Kim Miika Toikkanen Sangmin Bae Minseok Kim Ho-Young Jung 38 5 0 05 May 2024