2 papers
cs.LG2026
IoUCert: Robustness Verification for Anchor-based Object Detectors
Benedikt Brückner, Alejandro J. Mercado, Yanghao Zhang +2
While formal robustness verification has seen significant success in image classification, scaling these guarantees to object detection remains notoriously difficult due to complex…
cs.CV2020
Siamese Basis Function Networks for Data-efficient Defect Classification in Technical Domains
Tobias Schlagenhauf, Faruk Yildirim, Benedikt Brückner
Training deep learning models in technical domains is often accompanied by the challenge that although the task is clear, insufficient data for training is available. In this work,…