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05/16/2023
Deep ReLU Networks Have Surprisingly Simple Polytopes
A ReLU network is a piecewise linear function over polytopes. Figuring o...
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05/13/2023
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance
The networks for point cloud tasks are expected to be invariant when the...
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04/24/2023
Fault-tolerant Control of Over-actuated UAV Platform under Propeller Failure
Propeller failure is one major reason for the falling and crashing of mu...
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03/11/2023
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks
Inspired by neuronal diversity in the biological neural system, a pletho...
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07/29/2021