Jan, 2024
解释隐含神经画布:通过追踪其贡献将像素与神经元连接
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
Namitha Padmanabhan, Matthew Gwilliam, Pulkit Kumar, Shishira R Maiya, Max Ehrlich...
TL;DRImplicit Neural Representations are analyzed and explained through the framework of eXplaining the Implicit Neural Canvas, revealing surprising ways in which these representations 'see' the frames, such as highly distributed representations biased towards color and edges and minimal space-dependency, with motion dominating object representation across time in video INRs.