Recent advances in materials, devices and fabrication technologies have led to an emerging class of solid-state sensors that can detect individual photons in space and time. In our paper, Adaptive sensing and inference for single-photon imaging, we present models, theory and algorithms of adaptive sensing, allowing one to expand the dynamic ranges of these single-photon sensors.