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03/21/2023
Labeled Subgraph Entropy Kernel
In recent years, kernel methods are widespread in tasks of similarity me...
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01/16/2023
DarkVision: A Benchmark for Low-light Image/Video Perception
Imaging and perception in photon-limited scenarios is necessary for vari...
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01/05/2023
PA-GM: Position-Aware Learning of Embedding Networks for Deep Graph Matching
Graph matching can be formalized as a combinatorial optimization problem...
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10/24/2022
NVIDIA FLARE: Federated Learning from Simulation to Real-World
Federated learning (FL) enables the building of robust and generalizable...
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07/17/2022
INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-blind Image Deblurring in Low-Light Conditions
Under low-light environment, handheld photography suffers from severe ca...
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01/13/2022
Decompositional Quantum Graph Neural Network
Quantum machine learning is a fast emerging field that aims to tackle ma...
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01/03/2022
Two-level Graph Neural Network
Graph Neural Networks (GNNs) are recently proposed neural network struct...
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07/05/2021
Hybrid and dynamic policy gradient optimization for bipedal robot locomotion
Controlling a non-statically bipedal robot is challenging due to the com...
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06/01/2021
DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds
Semantic segmentation of building facade is significant in various appli...
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01/13/2021
Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition
Micro-Expression Recognition has become challenging, as it is extremely ...
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01/07/2021
Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification
Although deep convolutional neural networks (DCNNs) have achieved signif...
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10/21/2019
Entropic Dynamic Time Warping Kernels for Co-evolving Financial Time Series Analysis
In this work, we develop a novel framework to measure the similarity bet...
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09/08/2018
Identifying The Most Informative Features Using A Structurally Interacting Elastic Net
Feature selection can efficiently identify the most informative features...
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09/07/2016
