2 papers
cs.CV2024
ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object
Chenshuang Zhang, Fei Pan, Junmo Kim +2
We establish rigorous benchmarks for visual perception robustness. Synthetic images such as ImageNet-C, ImageNet-9, and Stylized ImageNet provide specific type of evaluation over s…
cs.CV2023
Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models
Fei Pan, Sangryul Jeon, Brian Wang +2
Existing building recognition methods, exemplified by BRAILS, utilize supervised learning to extract information from satellite and street-view images for classification and segmen…