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20162026
most citedDeep Radial Kernel Networks: Approximating Radially Symmetric Functions with Deep Networks

10 citations · 11 across the 8 of their papers we have counts for

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Showing 2020Show all

2 papers · 1 filter

cs.CV2020

RocNet: Recursive Octree Network for Efficient 3D Deep Representation

Juncheng Liu, Steven Mills, Brendan McCane

We introduce a deep recursive octree network for the compression of 3D voxel data. Our network compresses a voxel grid of any size down to a very small latent space in an autoencod…

cs.LG2020

MIME: Mutual Information Minimisation Exploration

Haitao Xu, Brendan McCane, Lech Szymanski +1

We show that reinforcement learning agents that learn by surprise (surprisal) get stuck at abrupt environmental transition boundaries because these transitions are difficult to lea…