3 papers
cs.LG2026
When Identical Rows Disagree: From Benchmark Identifiability to Replication-Robust Anomaly Detection
Jie Deng
A released table is often treated as an i.i.d. sample, although its repeated rows may encode business frequency, repeated entities, joins, resampling, or extraction errors. We show…
cs.CV2026
Distribution-free false-alarm calibration and chance-corrected spatial evaluation for industrial anomaly detection
Jie Deng
Studies of industrial visual inspection commonly report the area under the receiver operating characteristic curve (AUROC) and the overlap between anomaly maps and defect masks. Ne…
cs.CV2025
Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
Qi Xu, Jie Deng, Jiangrong Shen +3
Event-based object detection has gained increasing attention due to its advantages such as high temporal resolution, wide dynamic range, and asynchronous address-event representati…