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2020 – today
- 2024
[j7]Jiajia Li, Mingle Xu, Lirong Xiang
, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li:
Foundation models in smart agriculture: Basics, opportunities, and challenges. Comput. Electron. Agric. 222: 109032 (2024)- [j6]Mingle Xu, Jaehwan Lee, Sook Yoon, Hyongsuk Kim, Dong Sun Park:
Variation-aware semantic image synthesis. Image Vis. Comput. 142: 104914 (2024) - [i6]Mingle Xu, Jaehwan Lee, Sook Yoon, Dong Sun Park:
Adaptive Label Smoothing for Out-of-Distribution Detection. CoRR abs/2410.06134 (2024) - 2023
- [j5]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: 108408 (2023) - [j4]Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park:
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning. Pattern Recognit. 137: 109347 (2023) - [c2]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: 2168-2180 - [i5]Mingle Xu, Jaehwan Lee, Sook Yoon, Hyongsuk Kim, Dong Sun Park:
Variation-Aware Semantic Image Synthesis. CoRR abs/2301.10551 (2023) - [i4]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 abs/2305.11533 (2023) - [i3]Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li:
Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges. CoRR abs/2308.06668 (2023) - [i2]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 abs/2312.07905 (2023) - 2022
- [j3]Mingle Xu, Yongchae Jeong, Dong Sun Park, Sook Yoon:
Enhanced Class-Specific Spatial Normalization for Image Generation. IEEE Access 10: 6569-6579 (2022) - [c1]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: 2238-2252 - [i1]Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park:
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning. CoRR abs/2205.01491 (2022) - 2021
- [j2]Mingle Xu, Jaehwan Lee, Alvaro Fuentes, Dong Sun Park, Jucheng Yang, Sook Yoon:
Instance-Level Image Translation With a Local Discriminator. IEEE Access 9: 111802-111813 (2021)
2010 – 2019
- 2017
- [j1]Mingle Xu, Xiaoming You, Sheng Liu:
A Novel Heuristic Communication Heterogeneous Dual Population Ant Colony Optimization Algorithm. IEEE Access 5: 18506-18515 (2017)
Coauthor Index
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