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08/03/2023
Probabilistic Deep Supervision Network: A Noise-Resilient Approach for QoS Prediction
Quality of Service (QoS) prediction is an essential task in recommendati...
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07/28/2023
Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification
The whole slide image (WSI) classification is often formulated as a mult...
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03/28/2023
Deformable Kernel Expansion Model for Efficient Arbitrary-shaped Scene Text Detection
Scene text detection is a challenging computer vision task due to the hi...
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12/04/2022
Kernel Inversed Pyramidal Resizing Network for Efficient Pavement Distress Recognition
Pavement Distress Recognition (PDR) is an important step in pavement ins...
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09/21/2022
PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification
Automatic pavement distress classification facilitates improving the eff...
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05/23/2022
Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation
Multi-Label Image Classification (MLIC) approaches usually exploit label...
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03/31/2022
Weakly Supervised Patch Label Inference Networks for Efficient Pavement Distress Detection and Recognition in the Wild
Automatic image-based pavement distress detection and recognition are vi...
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11/19/2021
Deep Domain Adaptation for Pavement Crack Detection
Deep learning-based pavement cracks detection methods often require larg...
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06/28/2021
Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning
Data augmentation is a powerful technique for improving the performance ...
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04/02/2021
Plot2API: Recommending Graphic API from Plot via Semantic Parsing Guided Neural Network
Plot-based Graphic API recommendation (Plot2API) is an unstudied but mea...
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02/17/2021
Oscars: Adaptive Semi-Synchronous Parallel Model for Distributed Deep Learning with Global View
Deep learning has become an indispensable part of life, such as face rec...
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12/23/2020
Deep Semantic Dictionary Learning for Multi-label Image Classification
Compared with single-label image classification, multi-label image class...
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05/27/2020
Iteratively Optimized Patch Label Inference Network for Automatic Pavement Disease Detection
We present a novel deep learning framework named Iteratively Optimized P...
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03/14/2016
Regression-based Hypergraph Learning for Image Clustering and Classification
Inspired by the recently remarkable successes of Sparse Representation (...
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03/19/2015
Learning Hypergraph-regularized Attribute Predictors
We present a novel attribute learning framework named Hypergraph-based A...
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10/24/2014
On The Effect of Hyperedge Weights On Hypergraph Learning
Hypergraph is a powerful representation in several computer vision, mach...
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08/26/2014
Sparse Graph-based Transduction for Image Classification
Motivated by the remarkable successes of Graph-based Transduction (GT) a...
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12/28/2013
Collaborative Discriminant Locality Preserving Projections With its Application to Face Recognition
We present a novel Discriminant Locality Preserving Projections (DLPP) a...
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12/28/2013
Shape Primitive Histogram: A Novel Low-Level Face Representation for Face Recognition
We further exploit the representational power of Haar wavelet and presen...
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11/06/2013