177 citations · 288 across the 20 of their papers we have counts for
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cs.CV2018★ 19 cited
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★ 1 cited
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…