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07/30/2023
Deep Convolutional Neural Networks with Zero-Padding: Feature Extraction and Learning
This paper studies the performance of deep convolutional neural networks...
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07/03/2023
Review helps learn better: Temporal Supervised Knowledge Distillation
Reviewing plays an important role when learning knowledge. The knowledge...
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09/22/2022
CCR: Facial Image Editing with Continuity, Consistency and Reversibility
Three problems exist in sequential facial image editing: incontinuous ed...
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09/13/2021
Effective Tensor Completion via Element-wise Weighted Low-rank Tensor Train with Overlapping Ket Augmentation
In recent years, there have been an increasing number of applications of...
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04/01/2020
Depth Selection for Deep ReLU Nets in Feature Extraction and Generalization
Deep learning is recognized to be capable of discovering deep features f...
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05/18/2017
A General Model for Robust Tensor Factorization with Unknown Noise
Because of the limitations of matrix factorization, such as losing spati...
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01/23/2016
Super-resolution reconstruction of hyperspectral images via low rank tensor modeling and total variation regularization
In this paper, we propose a novel approach to hyperspectral image super-...
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02/10/2015
Video Primal Sketch: A Unified Middle-Level Representation for Video
This paper presents a middle-level video representation named Video Prim...
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06/30/2014