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cs.LG2024
Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric
Baiyuan Chen
Robustness is a critical aspect of machine learning models. Existing robustness evaluation approaches often lack theoretical generality or rely heavily on empirical assessments, li…
cs.CV2024
Exploiting Topological Priors for Boosting Point Cloud Generation
Baiyuan Chen
This paper presents an innovative enhancement to the Sphere as Prior Generative Adversarial Network (SP-GAN) model, a state-of-the-art GAN designed for point cloud generation. A no…