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08/11/2022
Continual Transfer Learning for Cross-Domain Click-Through Rate Prediction at Taobao
As one of the largest e-commerce platforms in the world, Taobao's recomm...
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02/23/2022
An End-to-End Cascaded Image Deraining and Object Detection Neural Network
While the deep learning-based image deraining methods have made great pr...
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07/29/2020
Modular Transfer Learning with Transition Mismatch Compensation for Excessive Disturbance Rejection
Underwater robots in shallow waters usually suffer from strong wave forc...
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10/13/2019
Fast and Robust Spectrally Sparse Signal Recovery: A Provable Non-Convex Approach via Robust Low-Rank Hankel Matrix Reconstruction
Consider a spectrally sparse signal x that consists of r complex sinusoi...
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07/31/2019
SketchyCoreSVD: SketchySVD from Random Subsampling of the Data Matrix
We present a method called SketchyCoreSVD to compute the near-optimal ra...
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07/10/2019
DOB-Net: Actively Rejecting Unknown Excessive Time-Varying Disturbances
This paper presents an observer-integrated Reinforcement Learning (RL) a...
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06/09/2019
Fast Cadzow's Algorithm and a Gradient Variant
The Cadzow's algorithm is a signal denoising and recovery method which w...
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02/21/2019
Blind Hyperspectral-Multispectral Image Fusion via Graph Laplacian Regularization
Fusing a low-resolution hyperspectral image (HSI) and a high-resolution ...
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10/26/2018