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03/26/2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds
Deep Implicit Function (DIF) has gained popularity as an efficient 3D sh...
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05/08/2020
Point Cloud Completion by Skip-attention Network with Hierarchical Folding
Point cloud completion aims to infer the complete geometries for missing...
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04/27/2020
Robust Screening of COVID-19 from Chest X-ray via Discriminative Cost-Sensitive Learning
This paper addresses the new problem of automated screening of coronavir...
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01/24/2019
High Dimensional Robust Estimation of Sparse Models via Trimmed Hard Thresholding
We study the problem of sparsity constrained M-estimation with arbitrary...
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05/29/2018
High Dimensional Robust Sparse Regression
We provide a novel -- and to the best of our knowledge, the first -- alg...
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05/23/2018
Approximate Newton-based statistical inference using only stochastic gradients
We present a novel inference framework for convex empirical risk minimiz...
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05/21/2017
