Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2012.11101
Cited By
ResizeMix: Mixing Data with Preserved Object Information and True Labels
21 December 2020
Jie Qin
Jiemin Fang
Qian Zhang
Wenyu Liu
Xingang Wang
Xinggang Wang
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"ResizeMix: Mixing Data with Preserved Object Information and True Labels"
50 / 54 papers shown
Local and Global Context-and-Object-part-Aware Superpixel-based Data Augmentation for Deep Visual Recognition
IEEE Transactions on Image Processing (IEEE TIP), 2025
Fadi Dornaika
Danyang Sun
134
11
0
28 Nov 2025
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding
Xin Jin
Siyuan Li
Siyong Jian
Kai Yu
Huan Wang
222
5
0
27 Oct 2025
Enhancing Generalization in Data-free Quantization via Mixup-class Prompting
Jiwoong Park
Chaeun Lee
Yongseok Choi
Sein Park
Deokki Hong
Jungwook Choi
MQ
240
1
0
29 Jul 2025
3D Skeleton-Based Action Recognition: A Review
Mengyuan Liu
Hong Liu
Qianshuo Hu
Bin Ren
Junsong Yuan
Jiaying Lin
Jiajun Wen
320
3
0
01 Jun 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
Yixuan Dong
Fang-Yi Su
Jung-Hsien Chiang
DiffM
264
1
0
17 May 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
Yangning Li
Zihua Lan
Lv Qingsong
Hai-Tao Zheng
Hai-Tao Zheng
586
3
0
09 Apr 2025
Playing the Fool: Jailbreaking LLMs and Multimodal LLMs with Out-of-Distribution Strategy
Computer Vision and Pattern Recognition (CVPR), 2025
Joonhyun Jeong
Seyun Bae
Yeonsung Jung
Jaeryong Hwang
Eunho Yang
AAML
471
25
0
26 Mar 2025
Context-guided Responsible Data Augmentation with Diffusion Models
Khawar Islam
Naveed Akhtar
413
7
0
12 Mar 2025
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Haorong Han
Jidong Yuan
Chixuan Wei
Zhongyang Yu
1.1K
6
0
14 Dec 2024
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing
Khawar Islam
M. Zaheer
Arif Mahmood
Karthik Nandakumar
Naveed Akhtar
DiffM
741
11
0
03 Dec 2024
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG
Laifa Tao
Qixuan Huang
Xianjun Wu
Weiwei Zhang
Yunlong Wu
Bin Li
Chen Lu
Xingshuo Hai
334
6
0
07 Nov 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition
Jiahang Zhang
Lilang Lin
Jiaying Liu
310
11
0
17 Jul 2024
SUMix: Mixup with Semantic and Uncertain Information
Huafeng Qin
Xin Jin
Hongyu Zhu
Hongchao Liao
M. El-Yacoubi
Xinbo Gao
UQCV
382
15
0
10 Jul 2024
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning
Tian Liu
Huixin Zhang
Shubham Parashar
Shu Kong
400
2
0
17 Jun 2024
Assessing Model Generalization in Vicinity
Yuchi Liu
Yifan Sun
Jingdong Wang
Liang Zheng
AAML
229
0
0
13 Jun 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
464
8
0
21 May 2024
KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach
Artificial Intelligence Applications and Innovations (AIAI), 2024
Teerath Kumar
Alessandra Mileo
Malika Bendechache
AAML
371
10
0
10 May 2024
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution
Zeynep Özdemir
H. Keles
Ö. Ö. Tanriöver
249
3
0
25 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning
Hongwei Zheng
Linyuan Zhou
Han Li
Jinming Su
Xiaoming Wei
Xiaoming Xu
237
12
0
01 Apr 2024
TransformMix: Learning Transformation and Mixing Strategies from Data
Tsz-Him Cheung
Dit-Yan Yeung
187
1
0
19 Mar 2024
Adversarial AutoMixup
Huafeng Qin
Xin Jin
Yun Jiang
M. El-Yacoubi
Xinbo Gao
AAML
339
18
0
19 Dec 2023
SpliceMix: A Cross-scale and Semantic Blending Augmentation Strategy for Multi-label Image Classification
IEEE transactions on multimedia (IEEE TMM), 2023
Lei Wang
Yibing Zhan
Leilei Ma
Dapeng Tao
Liang Ding
Chen Gong
329
6
0
26 Nov 2023
RandMSAugment: A Mixed-Sample Augmentation for Limited-Data Scenarios
Swarna Kamlam Ravindran
Carlo Tomasi
332
0
0
25 Nov 2023
RankMixup: Ranking-Based Mixup Training for Network Calibration
IEEE International Conference on Computer Vision (ICCV), 2023
Jongyoun Noh
Hyekang Park
Junghyup Lee
Bumsub Ham
UQCV
270
21
0
23 Aug 2023
The Effects of Mixed Sample Data Augmentation are Class Dependent
Haeil Lee
Han S. Lee
Junmo Kim
368
1
0
18 Jul 2023
Inter-Instance Similarity Modeling for Contrastive Learning
Chen Shen
Dawei Liu
Hao Tang
Zhe Qu
Jianxin Wang
SSL
343
10
0
21 Jun 2023
Unproportional mosaicing
Vojtech Molek
P. Hurtík
Pavel Vlasánek
D. Adamczyk
283
1
0
03 Mar 2023
Masking and Mixing Adversarial Training
VISIGRAPP (VISIGRAPP), 2023
Hiroki Adachi
Tsubasa Hirakawa
Takayoshi Yamashita
H. Fujiyoshi
Yasunori Ishii
Kazuki Kozuka
AAML
134
1
0
16 Feb 2023
CellMix: A General Instance Relationship based Method for Data Augmentation Towards Pathology Image Classification
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Tianyi Zhang
Zhiling Yan
Chun Xing Li
Nan Ying
Y. Lei
Yun Feng
Yu Zhao
Guanglei Zhang
372
5
0
27 Jan 2023
ExcelFormer: A neural network surpassing GBDTs on tabular data
Jintai Chen
Jiahuan Yan
Qiyuan Chen
Benlin Liu
Jian Wu
Jimeng Sun
LMTD
431
36
0
07 Jan 2023
SMMix: Self-Motivated Image Mixing for Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2022
Mengzhao Chen
Mingbao Lin
Zhihang Lin
Yuxin Zhang
Jiayi Ji
Rongrong Ji
298
15
0
26 Dec 2022
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability
ACM Computing Surveys (ACM CSUR), 2022
Chengtai Cao
Fan Zhou
Yurou Dai
Jianping Wang
Kunpeng Zhang
AAML
368
60
0
21 Dec 2022
Expeditious Saliency-guided Mix-up through Random Gradient Thresholding
Minh-Long Luu
Zeyi Huang
Eric P. Xing
Yong Jae Lee
Haohan Wang
AAML
418
4
0
09 Dec 2022
Test-Time Mixup Augmentation for Data and Class-Specific Uncertainty Estimation in Deep Learning Image Classification
Han S. Lee
Haeil Lee
H. Hong
Junmo Kim
UQCV
474
0
0
01 Dec 2022
LUMix: Improving Mixup by Better Modelling Label Uncertainty
Shuyang Sun
Jieneng Chen
Ruifei He
Alan Yuille
Juil Sock
Song Bai
UQCV
NoLa
184
8
0
29 Nov 2022
Supervised Contrastive Learning on Blended Images for Long-tailed Recognition
Minki Jeong
Changick Kim
243
1
0
22 Nov 2022
Token-Label Alignment for Vision Transformers
IEEE International Conference on Computer Vision (ICCV), 2022
Han Xiao
Wenzhao Zheng
Zhengbiao Zhu
Jie Zhou
Jiwen Lu
260
5
0
12 Oct 2022
MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation
IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER), 2022
Zeming Dong
Qiang Hu
Yuejun Guo
Maxime Cordy
Mike Papadakis
Zhenya Zhang
Yves Le Traon
Jianjun Zhao
357
12
0
06 Oct 2022
OpenMixup: A Comprehensive Mixup Benchmark for Visual Classification
Siyuan Li
Zedong Wang
Zicheng Liu
Di Wu
Cheng Tan
Weiyang Jin
Stan Z. Li
VLM
250
5
0
11 Sep 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective
Neural Information Processing Systems (NeurIPS), 2022
Chanwoo Park
Sangdoo Yun
Sanghyuk Chun
AAML
248
41
0
21 Aug 2022
AugRmixAT: A Data Processing and Training Method for Improving Multiple Robustness and Generalization Performance
IEEE International Conference on Multimedia and Expo (ICME), 2022
Xiaoliang Liu
S. Furao
Jian Zhao
Changhai Nie
AAML
187
2
0
21 Jul 2022
TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers
European Conference on Computer Vision (ECCV), 2022
Jihao Liu
B. Liu
Hang Zhou
Jiaming Song
Yu Liu
ViT
469
84
0
18 Jul 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Sucheng Ren
Huiyu Wang
Zhengqi Gao
Shengfeng He
Alan Yuille
Yuyin Zhou
Cihang Xie
263
44
0
15 Jun 2022
RandoMix: A mixed sample data augmentation method with multiple mixed modes
Xiaoliang Liu
Jian Zhao
Jian Zhao
Changhai Nie
239
18
0
18 May 2022
Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity
Nanqing Dong
Jiayi Wang
Irina Voiculescu
215
10
0
19 Apr 2022
Harnessing Hard Mixed Samples with Decoupled Regularizer
Neural Information Processing Systems (NeurIPS), 2022
Zicheng Liu
Siyuan Li
Ge Wang
Cheng Tan
Lirong Wu
Stan Z. Li
342
22
0
21 Mar 2022
Topology-aware Convolutional Neural Network for Efficient Skeleton-based Action Recognition
Kailin Xu
Fanfan Ye
Qiaoyong Zhong
Di Xie
282
163
0
08 Dec 2021
Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup
Siyuan Li
Zicheng Liu
Zedong Wang
Di Wu
Zihan Liu
Stan Z. Li
377
31
0
30 Nov 2021
Survey: Image Mixing and Deleting for Data Augmentation
Engineering applications of artificial intelligence (EAAI), 2021
Humza Naveed
Saeed Anwar
Munawar Hayat
Kashif Javed
Ajmal Mian
431
115
0
13 Jun 2021
It Takes Two to Tango: Mixup for Deep Metric Learning
International Conference on Learning Representations (ICLR), 2021
Shashanka Venkataramanan
Bill Psomas
Ewa Kijak
Laurent Amsaleg
Konstantinos Karantzalos
Yannis Avrithis
283
32
0
09 Jun 2021
1
2
Next
Page 1 of 2
