bayesian inference 1cramer-rao bounds 1diffusion models 1single-photon imaging 1spad sensors 1statistical signal recovery 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Fundamental Recovery Bounds for SPAD Signals under Stationary Flux
Lior Dvir, Nadav Torem, Mohit Gupta +1
The paper derives likelihood score functions for three SPAD sensing modes, establishes fundamental Cramér‑Rao recovery limits (including Bayesian extensions), and proposes diffusio…
cs.LG2025
NnD: Diffusion-based Generation of Physically-Nonnegative Objects
Nadav Torem, Tamar Sde-Chen, Yoav Y. Schechner
Most natural objects have inherent complexity and variability. While some simple objects can be modeled from first principles, many real-world phenomena, such as cloud formation, r…