2 papers
cs.CV2025
VenusBench-GD: A Comprehensive Multi-Platform GUI Benchmark for Diverse Grounding Tasks
Beitong Zhou, Zhexiao Huang, Yuan Guo +10
GUI grounding is a critical component in building capable GUI agents. However, existing grounding benchmarks suffer from significant limitations: they either provide insufficient d…
stat.ML2025
Perturbations in the Orthogonal Complement Subspace for Efficient Out-of-Distribution Detection
Zhexiao Huang, Weihao He, Shutao Deng +4
Out-of-distribution (OOD) detection is essential for deploying deep learning models in open-world environments. Existing approaches, such as energy-based scoring and gradient-proje…