Shichao Kan

About Shichao Kan

Shichao Kan, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Beijing Jiaotong University, specializes in the field of Large Vision Language Model, Deep Metric Learning, Image Retrieval, Object Retrieval.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval

SGCL-LncLoc: an interpretable deep learning model for improving lncRNA subcellular localization prediction with supervised graph contrastive learning

A Normalizing Flow-Based Bidirectional Mapping Residual Network for Unsupervised Defect Detection.

CAKE: a flexible self-supervised framework for enhancing cell visualization, clustering and rare cell identification

Multi-layer capsule network with joint dynamic routing for fire recognition

POAR: Towards Open Vocabulary Pedestrian Attribute Recognition

Confidence-Aware Contrastive Learning for Semantic Segmentation

Singularformer: learning to decompose self-attention to linearize the complexity of transformer

Shichao Kan Information

University

Position

___

Citations(all)

310

Citations(since 2020)

301

Cited By

87

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Shichao Kan Skills & Research Interests

Large Vision Language Model

Deep Metric Learning

Image Retrieval

Object Retrieval

Top articles of Shichao Kan

Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval

arXiv preprint arXiv:2403.10798

2024/3/16

SGCL-LncLoc: an interpretable deep learning model for improving lncRNA subcellular localization prediction with supervised graph contrastive learning

Big Data Mining and Analytics

2024/3/6

A Normalizing Flow-Based Bidirectional Mapping Residual Network for Unsupervised Defect Detection.

Computers, Materials & Continua

2024/2/1

CAKE: a flexible self-supervised framework for enhancing cell visualization, clustering and rare cell identification

Briefings in Bioinformatics

2024/1/1

Multi-layer capsule network with joint dynamic routing for fire recognition

Image and Vision Computing

2023/11/1

Shichao Kan
Shichao Kan

H-Index: 4

Yongfang Xie
Yongfang Xie

H-Index: 16

POAR: Towards Open Vocabulary Pedestrian Attribute Recognition

2023/10/26

Confidence-Aware Contrastive Learning for Semantic Segmentation

2023/10/26

Singularformer: learning to decompose self-attention to linearize the complexity of transformer

2023/8/19

A graph model-based multiscale feature fitting method for unsupervised anomaly detection

Pattern Recognition

2023/6/1

Shichao Kan
Shichao Kan

H-Index: 4

Yigang Cen
Yigang Cen

H-Index: 10

Multiscale spatial temporal attention graph convolution network for skeleton-based anomaly behavior detection

Journal of Visual Communication and Image Representation

2023/2/1

End-to-end feature diversity person search with rank constraint of cross-class matrix

Neurocomputing

2023/1/21

Coded residual transform for generalizable deep metric learning

Advances in Neural Information Processing Systems

2022/12/6

Contrastive bayesian analysis for deep metric learning

IEEE Transactions on Pattern Analysis and Machine Intelligence

2022/11/11

AE5-SSIM: A Novel Unsupervised Tinfoils Defect Detection Model with Deep Autoencoder

2022/10/21

Shichao Kan
Shichao Kan

H-Index: 4

Yigang Cen
Yigang Cen

H-Index: 10

Multi-focus image fusion based on multi-scale generative adversarial network

Entropy

2022/4/21

Local semantic correlation modeling over graph neural networks for deep feature embedding and image retrieval

IEEE Transactions on Image Processing

2022/4/5

Self-Attention-Based Adversarial Autoencoder Network for Surface Defect Detection

Available at SSRN 4062541

2022/3

Shichao Kan
Shichao Kan

H-Index: 4

A GAN-based input-size flexibility model for single image dehazing

Signal Processing: Image Communication

2022/3/1

Cross-domain Person Re-identification Based on the Sample Relation Guidance

2021/8/6

面向大规模图像检索的度量学习和索引研究

2021

See List of Professors in Shichao Kan University(Beijing Jiaotong University)

Co-Authors

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