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10/04/2022
Distance Based Image Classification: A solution to generative classification's conundrum?
Most classifiers rely on discriminative boundaries that separate instanc...
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10/15/2021
Relation Preserving Triplet Mining for Stabilizing the Triplet Loss in Vehicle Re-identification
Object appearances often change dramatically with pose variations. This ...
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03/23/2021
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: A Faster and Better Framework
Video deraining is an important task in computer vision as the unwanted ...
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09/23/2020
Dual-SLAM: A framework for robust single camera navigation
SLAM (Simultaneous Localization And Mapping) seeks to provide a moving a...
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03/15/2020
Hierarchical Models: Intrinsic Separability in High Dimensions
It has long been noticed that high dimension data exhibits strange patte...
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04/08/2018
Dimensionality's Blessing: Clustering Images by Underlying Distribution
Many high dimensional vector distances tend to a constant. This is typic...
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09/12/2017
Image Matching: An Application-oriented Benchmark
Image matching approaches have been widely used in computer vision appli...
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10/16/2013