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Mingle Xu
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 12
Top Topics
Unsupervised Feature Learning
Image Generation
Training Dataset
Ant Colony Optimization Algorithm
Top Venues
CoRR
IEEE Access
CLEF (Working Notes)
Pattern Recognit.
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Publications
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Mingle Xu
,
Sook Yoon
,
Chenmou Wu
,
Jeonghyun Baek
,
Dong Sun Park
PlantCLEF2023: A Bigger Training Dataset Contributes More than Advanced Pretraining Methods for Plant Identification.
CLEF (Working Notes)
(2023)
Mingle Xu
,
Jaehwan Lee
,
Sook Yoon
,
Hyongsuk Kim
,
Dong Sun Park
Variation-Aware Semantic Image Synthesis.
CoRR
(2023)
Jiajia Li
,
Mingle Xu
,
Lirong Xiang
,
Dong Chen
,
Weichao Zhuang
,
Xunyuan Yin
,
Zhaojian Li
Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges.
CoRR
(2023)
Yao Meng
,
Mingle Xu
,
Hyongsuk Kim
,
Sook Yoon
,
Yongchae Jeong
,
Dong Sun Park
Known and unknown class recognition on plant species and diseases.
Comput. Electron. Agric.
215 (2023)
Mingle Xu
,
Sook Yoon
,
Alvaro Fuentes
,
Dong Sun Park
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning.
Pattern Recognit.
137 (2023)
Mingle Xu
,
Ji Eun Park
,
Jaehwan Lee
,
Jucheng Yang
,
Sook Yoon
Plant Disease Recognition Datasets in the Age of Deep Learning: Challenges and Opportunities.
CoRR
(2023)
Mingle Xu
,
Hyongsuk Kim
,
Jucheng Yang
,
Alvaro Fuentes
,
Yao Meng
,
Sook Yoon
,
Taehyun Kim
,
Dong Sun Park
Embracing Limited and Imperfect Data: A Review on Plant Stress Recognition Using Deep Learning.
CoRR
(2023)
Mingle Xu
,
Sook Yoon
,
Yongchae Jeong
,
Jaesu Lee
,
Dong Sun Park
Transfer Learning with Self-Supervised Vision Transformer for Large-Scale Plant Identification.
CLEF (Working Notes)
(2022)
Mingle Xu
,
Sook Yoon
,
Alvaro Fuentes
,
Dong Sun Park
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning.
CoRR
(2022)
Mingle Xu
,
Yongchae Jeong
,
Dong Sun Park
,
Sook Yoon
Enhanced Class-Specific Spatial Normalization for Image Generation.
IEEE Access
10 (2022)
Mingle Xu
,
Jaehwan Lee
,
Alvaro Fuentes
,
Dong Sun Park
,
Jucheng Yang
,
Sook Yoon
Instance-Level Image Translation With a Local Discriminator.
IEEE Access
9 (2021)
Mingle Xu
,
Xiaoming You
,
Sheng Liu
A Novel Heuristic Communication Heterogeneous Dual Population Ant Colony Optimization Algorithm.
IEEE Access
5 (2017)