Guanglei Yang

About Guanglei Yang

Guanglei Yang, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Harbin Institute of Technology, specializes in the field of computer vision, deep learning, Machine learning, Domain adaption.

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

ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer

DPDFormer: a Coarse-to-Fine Model for Monocular Depth Estimation

FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models

Relative order constraint for monocular depth estimation

DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection

UniMAE: Multi-modal Masked Autoencoders with Unified 3D Representation for 3D Perception in Autonomous Driving

Self-training transformer for source-free domain adaptation

Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation

Guanglei Yang Information

University

Position

Ph.D. Student of Computer Science & Electrical Engineer /Unitn

Citations(all)

362

Citations(since 2020)

362

Cited By

7

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Guanglei Yang Skills & Research Interests

computer vision

deep learning

Machine learning

Domain adaption

Top articles of Guanglei Yang

ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer

arXiv preprint arXiv:2402.16674

2024/2/26

DPDFormer: a Coarse-to-Fine Model for Monocular Depth Estimation

ACM Transactions on Multimedia Computing, Communications and Applications

2024/1/22

Guanglei Yang
Guanglei Yang

H-Index: 1

Wangmeng Zuo
Wangmeng Zuo

H-Index: 65

FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models

arXiv preprint arXiv:2312.17051

2023/12/28

Relative order constraint for monocular depth estimation

Applied Intelligence

2023/11

DualAug: Exploiting Additional Heavy Augmentation with OOD Data Rejection

arXiv preprint arXiv:2310.08139

2023/10/12

UniMAE: Multi-modal Masked Autoencoders with Unified 3D Representation for 3D Perception in Autonomous Driving

arXiv preprint arXiv:2308.10421

2023/8/21

Self-training transformer for source-free domain adaptation

Applied Intelligence

2023/7

Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation

IEEE Transactions on Pattern Analysis and Machine Intelligence

2022/3/31

Variational Structured Attention Networks for Deep Visual Representation Learning

IEEE Transactions on Image Processing

2022/3/2

Bi-directional class-wise adversaries for unsupervised domain adaptation

Applied Intelligence

2022/3

Guanglei Yang
Guanglei Yang

H-Index: 1

Yongqiang Zhang
Yongqiang Zhang

H-Index: 4

Continual Attentive Fusion for Incremental Learning in Semantic Segmentation

IEEE Transactions on Multimedia

2022/4/14

Global and local alignment networks for unpaired image-to-image translation

arXiv preprint arXiv:2111.10346

2021/11/19

Bi-mix: Bidirectional mixing for domain adaptive nighttime semantic segmentation

arXiv preprint arXiv:2111.10339

2021/11/19

Transformer-based source-free domain adaptation

arXiv preprint arXiv:2105.14138

2021/5/28

Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction

2021

Variational structured attention networks for dense pixel-wise prediction

2020/10/2

Bi-Directional Generation for Unsupervised Domain Adaptation

Proceedings of the AAAI conference on artificial intelligence

2020/4/3

See List of Professors in Guanglei Yang University(Harbin Institute of Technology)

Co-Authors

academic-engine