David Pfau

Simultaneous Denoising, Deconvolution, and Demixing of Calcium Imaging Data

Eftychios A. Pnevmatikakis, Daniel Soudry, Yuanjun Gao et al. · Neuron · 2016 · 1.2K citations · Full text

Image Reconstruction, Medical Imaging, Advanced Imaging +5

Magnetic control of tokamak plasmas through deep reinforcement learning

Jonas Degrave, F. Felici, Jonas Buchli et al. · Nature · 2022 · 651 citations · Full text

Unrolled Generative Adversarial Networks

Luke Metz, Ben Poole, David Pfau et al. · arXiv (Cornell University) · 2016 · 425 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

Pushing the frontiers of density functionals by solving the fractional electron problem

James Kirkpatrick, Brendan McMorrow, David H. P. Turban et al. · Science · 2021 · 372 citations · Full text

Deepmind 21, Engineering, Density Functionals +18

Learning to learn by gradient descent by gradient descent

Marcin Andrychowicz, Misha Denil, Sergio Luis Suárez Gómez et al. · arXiv (Cornell University) · 2016 · 344 citations · Full text

Artificial Intelligence, Gradient Descent, Machine Vision +14