From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
HyperNet-Adaptation for Diffusion-Based Test Case Generation
Oliver WeiÃl, Vincenzo Riccio, Severin Kacianka +1
HyNeA introduces hypernetwork-based control of diffusion models to efficiently generate realistic, failure-inducing test cases without needing labeled datasets, reducing computatio…
cs.SE2025
Targeted Deep Learning System Boundary Testing
Oliver WeiÃl, Amr Abdellatif, Xingcheng Chen +4
Evaluating the behavioral boundaries of deep learning (DL) systems is crucial for understanding their reliability across diverse, unseen inputs. Existing solutions fall short as th…