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TT-Rec: Tensor Train Compression for Deep Learning Recommendation Models
The memory capacity of embedding tables in deep learning recommendation ...
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Pushing the Envelope of Thin Crack Detection
In this study, we consider the problem of detecting cracks from the imag...
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Higher order approximation for stochastic wave equation
The infinitesimal generator (fractional Laplacian) of a process obtained...
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Bayesian Probabilistic Numerical Integration with Tree-Based Models
Bayesian quadrature (BQ) is a method for solving numerical integration p...
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UDD: An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking
To promote the development of underwater robot picking in sea farms, we ...
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2DR1-PCA and 2DL1-PCA: two variant 2DPCA algorithms based on none L2 norm
In this paper, two novel methods: 2DR1-PCA and 2DL1-PCA are proposed for...
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A Compared Study Between Some Subspace Based Algorithms
The technology of face recognition has made some progress in recent year...
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Numerical approximation for fractional diffusion equation forced by a tempered fractional Gaussian noise
This paper discusses the fractional diffusion equation forced by a tempe...
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Joint Learning of Multiple Image Restoration Tasks
Convolutional neural networks have recently been successfully applied to...
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Evaluating Artificial Systems for Pairwise Ranking Tasks Sensitive to Individual Differences
Owing to the advancement of deep learning, artificial systems are now ri...
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Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration
In this paper, we study design of deep neural networks for tasks of imag...
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Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions
Many studies have been conducted so far on image restoration, the proble...
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Data Augmentation for Robust Keyword Spotting under Playback Interference
Accurate on-device keyword spotting (KWS) with low false accept and fals...
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