Hong Kong Polytechnic University
|Postdoctoral Fellow
Hong Kong
→
Kun FANG
About
Work
Education
Shanghai Jiao Tong University
China
→
Ph.D.
Shanghai Jiao Tong University
China
→
Master
Tongji University
China
→
Bachelor
Publications
Multi-head ensemble of smoothed classifiers for certified robustness
Neural Networks
journal-article
Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective
International Journal of Computer Vision
journal-article
Towards robust neural networks via orthogonal diversity
Pattern Recognition
journal-article
Kernel PCA for Out-of-Distribution Detection
Advances in Neural Information Processing Systems
conference-paper
Unifying Gradients to Improve Real-World Robustness for Deep Networks
ACM Transactions on Intelligent Systems and Technology
journal-article
Improving the adversarial robustness of quantized neural networks via exploiting the feature diversity
Pattern Recognition Letters
journal-article
Improving adversarial robustness through a curriculum-guided reliable distillation
Computers & Security
journal-article
Local-Global Semantic Fusion Single-shot Classification Method
International Conference on Neural Information Processing
conference-paper
End-to-end kernel learning via generative random Fourier features
Pattern Recognition
journal-article
CROON: Automatic Multi-LiDAR Calibration and Refinement Method in Road Scene
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
conference-paper
Subspace Adversarial Training
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
conference-paper
ADVMIX: Data Augmentation for Accurate Scene Text Spotting
2021 IEEE International Conference on Image Processing (ICIP)
conference-paper
Towards Unbiased Random Features with Lower Variance For Stationary Indefinite Kernels
2021 International Joint Conference on Neural Networks (IJCNN)
conference-paper