Mingle Xu

17 papers Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic recognition on plant species and diseases using mean teacher network.
Eng. Appl. Artif. Intell.
Yao Meng, Sook Yoon, Mingle Xu, Yongchae Jeong, Dong Sun Park
2026 J jnl
Towards reliable recognition for plant diseases and weeds by learning soft probability population.
Eng. Appl. Artif. Intell.
Maowen Zhou, Yao Meng, Mingle Xu, Erma Rahayu Mohd Faizal Abdullah, Aznul Qalid Md Sabri, Susanto Rahardja
2024 J jnl
Adaptive Label Smoothing for Out-of-Distribution Detection.
CoRR
Mingle Xu, Jaehwan Lee, Sook Yoon, Dong Sun Park
2024 J jnl
Foundation models in smart agriculture: Basics, opportunities, and challenges.
Comput. Electron. Agric.
Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li
2024 J jnl
Variation-aware semantic image synthesis.
Image Vis. Comput.
Mingle Xu, Jaehwan Lee, Sook Yoon, Hyongsuk Kim, Dong Sun Park
2023 J jnl
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning.
Pattern Recognit.
Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park
2023 J jnl
Embracing Limited and Imperfect Data: A Review on Plant Stress Recognition Using Deep Learning.
CoRR
Mingle Xu, Hyongsuk Kim, JuCheng Yang, Alvaro Fuentes, Yao Meng, Sook Yoon, Taehyun Kim, Dong Sun Park
2023 J jnl
Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges.
CoRR
Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li
2023 J jnl
Known and unknown class recognition on plant species and diseases.
Comput. Electron. Agric.
Yao Meng, Mingle Xu, Hyongsuk Kim, Sook Yoon, Yongchae Jeong, Dong Sun Park
2023 J jnl
Plant Disease Recognition Datasets in the Age of Deep Learning: Challenges and Opportunities.
CoRR
Mingle Xu, Ji Eun Park, Jaehwan Lee, JuCheng Yang, Sook Yoon
2023 — conf
PlantCLEF2023: A Bigger Training Dataset Contributes More than Advanced Pretraining Methods for Plant Identification.
CLEF (Working Notes)
Mingle Xu, Sook Yoon, Chenmou Wu, Jeonghyun Baek, Dong Sun Park
2023 J jnl
Variation-Aware Semantic Image Synthesis.
CoRR
Mingle Xu, Jaehwan Lee, Sook Yoon, Hyongsuk Kim, Dong Sun Park
2022 J jnl
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning.
CoRR
Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park
2022 J jnl
Enhanced Class-Specific Spatial Normalization for Image Generation.
IEEE Access
Mingle Xu, Yongchae Jeong, Dong Sun Park, Sook Yoon
2022 — conf
Transfer Learning with Self-Supervised Vision Transformer for Large-Scale Plant Identification.
CLEF (Working Notes)
Mingle Xu, Sook Yoon, Yongchae Jeong, Jaesu Lee, Dong Sun Park
2021 J jnl
Instance-Level Image Translation With a Local Discriminator.
IEEE Access
Mingle Xu, Jaehwan Lee, Alvaro Fuentes, Dong Sun Park, JuCheng Yang, Sook Yoon
2017 J jnl
A Novel Heuristic Communication Heterogeneous Dual Population Ant Colony Optimization Algorithm.
IEEE Access
Mingle Xu, Xiaoming You, Sheng Liu