124 citations · 334 across the 7 of their papers we have counts for
7 papers
Flood-Filling Networks
Michał Januszewski, Jeremy Maitin-Shepard, Peter Li +3
State-of-the-art image segmentation algorithms generally consist of at least two successive and distinct computations: a boundary detection process that uses local image informatio…
Combinatorial Energy Learning for Image Segmentation
Jeremy Maitin-Shepard, Viren Jain, Michal Januszewski +2
We introduce a new machine learning approach for image segmentation that uses a neural network to model the conditional energy of a segmentation given an image. Our approach, combi…
GPU-based acceleration of free energy calculations in solid state physics
Michał Januszewski, Andrzej Ptok, Dawid Crivelli +1
Obtaining a thermodynamically accurate phase diagram through numerical calculations is a computationally expensive problem that is crucially important to understanding the complex…
Sailfish: a flexible multi-GPU implementation of the lattice Boltzmann method
Michal Januszewski, Marcin Kostur
We present Sailfish, an open source fluid simulation package implementing the lattice Boltzmann method (LBM) on modern Graphics Processing Units (GPUs) using CUDA/OpenCL. We take a…
Anisotropy of flow in stochastically generated porous media
Maciej Matyka, Zbigniew Koza, Jarosław Gołembiewski +2
Models of porous media are often applied to relatively small systems, which leads not only to system-size-dependent results, but also to phenomena that would be absent in larger sy…
Interaction-induced negative mobility: realization in a system of two coupled Josephson junctions
Michał Januszewski, Jerzy Łuczka
An overdamped dynamical system, biased by an external constant force, does not exhibit negative mobility. However, when the system is coupled to its copy, negative mobility can ari…