Fir Dunkin

According to our database, Fir Dunkin authored at least 15 papers between 2024 and 2026.

Collaborative distances:

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

2026

Boosting Learning Efficiency in Few-Shot Tasks With Layer-Adaptive PID Control.

Pengfei Zhang, Xinde Li, Le Yu, Zhentong Zhang, Fir Dunkin, Huaping Liu, Zhijun Li

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

Outshining the Origin: A Pseudo Sources Fusion Approach via Knowledge Distillation With Feature Decoupling for Domain Generalization in Fault Diagnosis.

Hairui Fang, Haoze Li, Shupeng Li, Qingyu Li, Yiwen Cui, Fir Dunkin

IEEE Trans Autom. Sci. Eng., 2026

A fine-grained information fusion and inference method for out-of-distribution detection in fault diagnosis.

Guoliang Wu, Xinde Li, Fir Dunkin, Chuanfei Hu, Heqing Li, Zhentong Zhang, Kaixuan Wu, Erfeng Liu

Eng. Appl. Artif. Intell., 2026

2025

Certainty From Uncertainty: Multigranularity Labeling Inspired by Quantum Collapse for Learning With Noisy Labels in Fault Diagnosis.

Fir Dunkin, Xinde Li, Zhentong Zhang, Kui Wang, Tianrong Gao, Guoliang Wu, Zhijun Li

IEEE Trans. Ind. Informatics, August, 2025

MgCNL: A Sample Separation Approach via Multi-Granularity Balls for Fault Diagnosis With the Interference of Noisy Labels.

Fir Dunkin, Xinde Li, Heqing Li, Guoliang Wu, Chuanfei Hu, Shuzhi Sam Ge

IEEE Trans Autom. Sci. Eng., 2025

Trusted Video-Based Sewer Inspection via Support Clip-Based Pareto-Optimal Evidential Network.

Chenyang Zhao, Chuanfei Hu, Hang Shao, Fir Dunkin, Yongxiong Wang

IEEE Signal Process. Lett., 2025

Adaptive multi-granularity trust management scheme for UAV visual sensor security under adversarial attacks.

Heqing Li, Xinde Li, Fir Dunkin, Zhentong Zhang, Xiaoyan Lu

Comput. Secur., 2025

2024

ESUAV-NI: Endogenous Security Framework for UAV Perception System Based on Neural Immunity.

Heqing Li, Xinde Li, Zhentong Zhang, Chuanfei Hu, Fir Dunkin, Shuzhi Sam Ge

IEEE Trans. Ind. Informatics, January, 2024

Siamese Transformer for Group Re-Identification via Multiscale Feature Transform and Joint Learning.

Xiaoyan Lu, Xinde Li, Chuanfei Hu, Fir Dunkin, Heqing Li, Shuzhi Sam Ge

IEEE Trans. Instrum. Meas., 2024

Trust Measurement of Visual Data Based on Multigranularity Belief Fusion for UAV Perception System.

Heqing Li, Xinde Li, Fir Dunkin, Zhentong Zhang, Chuanfei Hu, Guoliang Wu, Shuzhi Sam Ge

IEEE Trans. Instrum. Meas., 2024

Dual-Branch Sparse Self-Learning With Instance Binding Augmentation for Adversarial Detection in Remote Sensing Images.

Zhentong Zhang, Xinde Li, Heqing Li, Fir Dunkin, Bing Li, Zhijun Li

IEEE Trans. Geosci. Remote. Sens., 2024

Empowering intelligent manufacturing with edge computing: A portable diagnosis and distance localization approach for bearing faults.

Hairui Fang, Jialin An, Bo Sun, Dongsheng Chen, Jingyu Bai, Han Liu, Jiawei Xiang, Wenjie Bai, Dong Wang, Siyuan Fan, Chuanfei Hu, Fir Dunkin, Yingjie Wu

Adv. Eng. Informatics, 2024

Like draws to like: A Multi-granularity Ball-Intra Fusion approach for fault diagnosis models to resists misleading by noisy labels.

Fir Dunkin, Xinde Li, Chuanfei Hu, Guoliang Wu, Heqing Li, Xiaoyan Lu, Zhentong Zhang

Adv. Eng. Informatics, 2024

A Novel Framework for Structure Descriptors-Guided Hand-drawn Floor Plan Reconstruction.

Zhentong Zhang, Juan Liu, Xinde Li, Chuanfei Hu, Fir Dunkin, Shaokun Zhang

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Enabling Few-Shot Learning with PID Control: A Layer Adaptive Optimizer.

Le Yu, Xinde Li, Pengfei Zhang, Zhentong Zhang, Fir Dunkin

Proceedings of the Forty-first International Conference on Machine Learning, 2024