47 citations · 232 across the 29 of their papers we have counts for
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cs.CV2018
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding
Felix Gonda, Donglai Wei, Toufiq Parag +1
For video and volumetric data understanding, 3D convolution layers are widely used in deep learning, however, at the cost of increasing computation and training time. Recent works…
cs.CV2018
Detecting Synapse Location and Connectivity by Signed Proximity Estimation and Pruning with Deep Nets
Toufiq Parag, Daniel Berger, Lee Kamentsky +5
Synaptic connectivity detection is a critical task for neural reconstruction from Electron Microscopy (EM) data. Most of the existing algorithms for synapse detection do not identi…