Mingle Xu

According to our database, Mingle Xu authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Variation-aware semantic image synthesis.

Mingle Xu, Jaehwan Lee, Sook Yoon, Hyongsuk Kim, Dong Sun Park

Image Vis. Comput., 2024

Adaptive Label Smoothing for Out-of-Distribution Detection.

Mingle Xu, Jaehwan Lee, Sook Yoon, Dong Sun Park

CoRR, 2024

Foundation models in smart agriculture: Basics, opportunities, and challenges.

Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li

Comput. Electron. Agric., 2024

2023

Known and unknown class recognition on plant species and diseases.

Yao Meng, Mingle Xu, Hyongsuk Kim, Sook Yoon, Yongchae Jeong, Dong Sun Park

Comput. Electron. Agric., December, 2023

A Comprehensive Survey of Image Augmentation Techniques for Deep Learning.

Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park

Pattern Recognit., May, 2023

Plant Disease Recognition Datasets in the Age of Deep Learning: Challenges and Opportunities.

Mingle Xu, Ji Eun Park, Jaehwan Lee, Jucheng Yang, Sook Yoon

CoRR, 2023

Embracing Limited and Imperfect Data: A Review on Plant Stress Recognition Using Deep Learning.

Mingle Xu, Hyongsuk Kim, Jucheng Yang, Alvaro Fuentes, Yao Meng, Sook Yoon, Taehyun Kim, Dong Sun Park

CoRR, 2023

PlantCLEF2023: A Bigger Training Dataset Contributes More than Advanced Pretraining Methods for Plant Identification.

Mingle Xu, Sook Yoon, Chenmou Wu, Jeonghyun Baek, Dong Sun Park

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Enhanced Class-Specific Spatial Normalization for Image Generation.

Mingle Xu, Yongchae Jeong, Dong Sun Park, Sook Yoon

IEEE Access, 2022

Transfer Learning with Self-Supervised Vision Transformer for Large-Scale Plant Identification.

Mingle Xu, Sook Yoon, Yongchae Jeong, Jaesu Lee, Dong Sun Park

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

Instance-Level Image Translation With a Local Discriminator.

Mingle Xu, Jaehwan Lee, Alvaro Fuentes, Dong Sun Park, Jucheng Yang, Sook Yoon

IEEE Access, 2021

2017

A Novel Heuristic Communication Heterogeneous Dual Population Ant Colony Optimization Algorithm.

Mingle Xu, Xiaoming You, Sheng Liu

IEEE Access, 2017