Gordon Downs

S4ND: Modeling Images and Videos as Multidimensional Signals with State Spaces

Visual data such as images and videos are typically modeled as discretizations of inherently continuous, multidimensional signals. Existing continuous-signal models attempt to exploit this fact by modeling the underlying signals of visual (e.g., image) data directly. However, these models have not…