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Found 4 papers, 1 papers with code
GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds
In this paper, we propose geometry-to-voxel auxiliary learning to enable voxel representations to access point-level geometric information, which supports better generalisation of the voxel-based backbone with additional interpretations of multi-sensor point clouds.
Convergence Analysis of Nonconvex Distributed Stochastic Zeroth-order Coordinate Method
This paper investigates the stochastic distributed nonconvex optimization problem of minimizing a global cost function formed by the summation of $n$ local cost functions.
A Primal-Dual SGD Algorithm for Distributed Nonconvex Optimization
The distributed nonconvex optimization problem of minimizing a global cost function formed by a sum of $n$ local cost functions by using local information exchange is considered.
Optimization and Control
Extremal Region Analysis based Deep Learning Framework for Detecting Defects
A maximally stable extreme region (MSER) analysis based convolutional neural network (CNN) for unified defect detection framework is proposed in this paper.
