131 citations · 147 across the 7 of their papers we have counts for
7 papers
Computationally Efficient Information-Driven Optical Design with Interchanging Optimization
Eric Markley, Henry Pinkard, Leyla Kabuli +2
Recent work has demonstrated that imaging systems can be evaluated through the information content of their measurements alone, enabling application-agnostic optical design that av…
Designing lensless imaging systems to maximize information capture
Leyla A. Kabuli, Henry Pinkard, Eric Markley +2
Mask-based lensless imaging uses an optical encoder (e.g. a phase or amplitude mask) to capture measurements, then a computational decoding algorithm to reconstruct images. In this…
ARC-AGI-2: A New Challenge for Frontier AI Reasoning Systems
Francois Chollet, Mike Knoop, Gregory Kamradt +2
The Abstraction and Reasoning Corpus for Artificial General Intelligence (ARC-AGI), introduced in 2019, established a challenging benchmark for evaluating the general fluid intelli…
Information-driven design of imaging systems
Henry Pinkard, Leyla Kabuli, Eric Markley +3
Imaging systems have traditionally been designed to mimic the human eye and produce visually interpretable measurements. Modern imaging systems, however, process raw measurements c…
The Berkeley Single Cell Computational Microscopy (BSCCM) Dataset
Henry Pinkard, Cherry Liu, Fanice Nyatigo +2
Computational microscopy, in which hardware and algorithms of an imaging system are jointly designed, shows promise for making imaging systems that cost less, perform more robustly…
A visual introduction to information theory
Henry Pinkard, Laura Waller
Information theory, though originally developed for communications engineering, provides mathematical tools with broad applications across science. These tools characterize the fun…
Pycro-manager: open-source software for integrated microscopy hardware control and image processing
Henry Pinkard, Nico Stuurman, Laura Waller
μManager, an open-source microscopy acquisition software, has been an essential tool for many microscopy experiments over the past 15 years, but is not easy to use for experiments…