2 papers
cs.CV2024
Flow AM: Generating Point Cloud Global Explanations by Latent Alignment
Hanxiao Tan
Although point cloud models have gained significant improvements in prediction accuracy over recent years, their trustworthiness is still not sufficiently investigated. In terms of…
cs.CV2024
DAM: Diffusion Activation Maximization for 3D Global Explanations
Hanxiao Tan
In recent years, the performance of point cloud models has been rapidly improved. However, due to the limited amount of relevant explainability studies, the unreliability and opaci…