Gu Gong

State-Space Time Surfaces for Event-Based Zero-Shot Robotic Grasping and Scene Reconstruction

Event cameras report per-pixel brightness changes asynchronously with microsecond latency, but their output is incompatible with vision foundation models trained on conventional images. We propose State-Space Time Surfaces (S3TS), a training-free representation that recasts exponential-decay time su…