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Le Dong

2 accepted papers

2026

Dual Distillation for Few-Shot Anomaly Detection

ICLR 2026poster

Anomaly detection is a critical task in computer vision with profound implications for medical imaging, where identifying pathologies early can directly impact patient outcomes. While recent unsupervised anomaly detection approaches show promise, they require substantial normal training data and str…

Cited by 0SourcecodeScholar
2025

Parameterized Blur Kernel Prior Learning for Local Motion Deblurring

CVPR 2025poster

Unlike global motion blur, Local Motion Deblurring (LMD) presents a more complex challenge, as it requires precise restoration of blurry regions while preserving the sharpness of the background. Existing LMD methods rely on manually annotated blur masks and often overlook the blur kernel's character…

Cited by 0SourcePDFScholar