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01/31/2021
A Machine Learning Approach to Optimal Inverse Discrete Cosine Transform (IDCT) Design
The design of the optimal inverse discrete cosine transform (IDCT) to co...
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12/23/2020
A hidden anti-jamming method based on deep reinforcement learning
Most of the current anti-jamming algorithms for wireless communications ...
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11/23/2020
Low-Resolution Face Recognition In Resource-Constrained Environments
A non-parametric low-resolution face recognition model for resource-cons...
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09/14/2020
VC-Net: Deep Volume-Composition Networks for Segmentation and Visualization of Highly Sparse and Noisy Image Data
The motivation of our work is to present a new visualization-guided comp...
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07/18/2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method
A light-weight low-resolution face gender classification method, called ...
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05/27/2020
Attention: to Better Stand on the Shoulders of Giants
Science of science (SciSci) is an emerging discipline wherein science is...
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03/31/2020
A Workload Adaptive Haptic Shared Control Scheme for Semi-Autonomous Driving
Haptic shared control is used to manage the control authority allocation...
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02/09/2020
PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification
The PointHop method was recently proposed by Zhang et al. for 3D point c...
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07/22/2019
DeepOrganNet: On-the-Fly Reconstruction and Visualization of 3D / 4D Lung Models from Single-View Projections by Deep Deformation Network
This paper introduces a deep neural network based method, i.e., DeepOrga...
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06/05/2019
pCAMP: Performance Comparison of Machine Learning Packages on the Edges
Machine learning has changed the computing paradigm. Products today are ...
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06/05/2019
OpenEI: An Open Framework for Edge Intelligence
In the last five years, edge computing has attracted tremendous attentio...
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02/25/2019
Session-based Social Recommendation via Dynamic Graph Attention Networks
Online communities such as Facebook and Twitter are enormously popular a...
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11/06/2018
Modeling and Predicting Citation Count via Recurrent Neural Network with Long Short-Term Memory
The rapid evolution of scientific research has been creating a huge volu...
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10/15/2018
CAVBench: A Benchmark Suite for Connected and Autonomous Vehicles
Connected and autonomous vehicles (CAVs) have recently attracted a signi...
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04/09/2018
A Fully Progressive Approach to Single-Image Super-Resolution
Recent deep learning approaches to single image super-resolution have ac...
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12/27/2017
A Robust Zero-Watermark Scheme with Similarity-based Retrieval for Copyright Protection of 3D Video
The copyright protection of 3D videos has become a crucial issue. In thi...
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07/26/2016