Sheng Huang | DeepAI

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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...

0 Ziliang Wang, et al. ∙

∙ 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...

0 Wenhao Tang, et al. ∙

∙ 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...

0 Tao He, et al. ∙

∙ 12/04/2022

Kernel Inversed Pyramidal Resizing Network for Efficient Pavement Distress Recognition

Pavement Distress Recognition (PDR) is an important step in pavement ins...

0 Rong Qin, et al. ∙

∙ 09/21/2022

PicT: A Slim Weakly Supervised Vision Transformer for Pavement Distress Classification

Automatic pavement distress classification facilitates improving the eff...

0 Wenhao Tang, et al. ∙

∙ 05/23/2022

Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation

Multi-Label Image Classification (MLIC) approaches usually exploit label...

18 Jiazhi Xu, et al. ∙

∙ 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...

0 Sheng Huang, et al. ∙

∙ 11/19/2021

Deep Domain Adaptation for Pavement Crack Detection

Deep learning-based pavement cracks detection methods often require larg...

5 Huijun Liu, et al. ∙

∙ 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 ...

0 Yi Zhang, et al. ∙

∙ 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...

0 Zeyu Wang, et al. ∙

∙ 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...

0 Sheng Huang, et al. ∙

∙ 12/23/2020

Deep Semantic Dictionary Learning for Multi-label Image Classification

Compared with single-label image classification, multi-label image class...

0 Fengtao Zhou, et al. ∙

∙ 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...

11 Wenhao Tang, et al. ∙

∙ 03/14/2016

Regression-based Hypergraph Learning for Image Clustering and Classification

Inspired by the recently remarkable successes of Sparse Representation (...

0 Sheng Huang, et al. ∙

∙ 03/19/2015

Learning Hypergraph-regularized Attribute Predictors

We present a novel attribute learning framework named Hypergraph-based A...

0 Sheng Huang, et al. ∙

∙ 10/24/2014

On The Effect of Hyperedge Weights On Hypergraph Learning

Hypergraph is a powerful representation in several computer vision, mach...

0 Sheng Huang, et al. ∙

∙ 08/26/2014

Sparse Graph-based Transduction for Image Classification

Motivated by the remarkable successes of Graph-based Transduction (GT) a...

0 Sheng Huang, et al. ∙

∙ 12/28/2013

Collaborative Discriminant Locality Preserving Projections With its Application to Face Recognition

We present a novel Discriminant Locality Preserving Projections (DLPP) a...

0 Sheng Huang, et al. ∙

∙ 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...

0 Sheng Huang, et al. ∙

∙ 11/06/2013

Face Recognition via Globality-Locality Preserving Projections

We present an improved Locality Preserving Projections (LPP) method, nam...

0 Sheng Huang, et al. ∙

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