Xiao Aoran

About Xiao Aoran

Xiao Aoran, With an exceptional h-index of 18 and a recent h-index of 18 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of computer vision, point cloud processing, image processing, remote sensing.

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

CAT-SAM: Conditional Tuning Network for Few-Shot Adaptation of Segmentation Anything Model

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining

Domain Adaptive LiDAR Point Cloud Segmentation via Density-Aware Self-Training

3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds

Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

FAC: 3D Representation Learning via Foreground Aware Feature Contrast

Domain Adaptive LiDAR Point Cloud Segmentation with 3D Spatial Consistency

Label efficient learning of 3D point cloud recognition

Xiao Aoran Information

University

Position

SCSE

Citations(all)

1347

Citations(since 2020)

1340

Cited By

88

hIndex(all)

18

hIndex(since 2020)

18

i10Index(all)

19

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

Xiao Aoran Skills & Research Interests

computer vision

point cloud processing

image processing

remote sensing

Top articles of Xiao Aoran

Title

Journal

Author(s)

Publication Date

CAT-SAM: Conditional Tuning Network for Few-Shot Adaptation of Segmentation Anything Model

arXiv preprint arXiv:2402.03631

Aoran Xiao

Weihao Xuan

Heli Qi

Yun Xing

Ruijie Ren

...

2024/2/6

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining

Jiahao Nie

Yun Xing

Gongjie Zhang

Pei Yan

Aoran Xiao

...

2024

Domain Adaptive LiDAR Point Cloud Segmentation via Density-Aware Self-Training

IEEE Transactions on Intelligent Transportation Systems

Aoran Xiao

Jiaxing Huang

Kangcheng Liu

Dayan Guan

Xiaoqin Zhang

...

2024/4/23

3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds

Aoran Xiao

Jiaxing Huang

Weihao Xuan

Ruijie Ren

Kangcheng Liu

...

2023

Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

Aoran Xiao

Jiaxing Huang

Dayan Guan

Xiaoqin Zhang

Shijian Lu

...

2023/3/29

FAC: 3D Representation Learning via Foreground Aware Feature Contrast

CVPR2023

Kangcheng Liu

Aoran Xiao

Xiaoqin Zhang

Shijian Lu

Ling Shao

2023/3/11

Domain Adaptive LiDAR Point Cloud Segmentation with 3D Spatial Consistency

IEEE Transactions on Multimedia

Aoran Xiao

Dayan Guan

Xiaoqin Zhang

Shijian Lu

2023/11/28

Label efficient learning of 3D point cloud recognition

PhD thesis

Aoran Xiao

2023

Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation

NeurIPS 2023

Yun Xing

Jian Kang

Aoran Xiao

Jiahao Nie

Shao Ling

...

2023/9/24

A Survey of Label-Efficient Deep Learning for 3D Point Clouds

arXiv preprint arXiv:2305.19812

Aoran Xiao

Xiaoqin Zhang

Ling Shao

Shijian Lu

2023/5/31

PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds

Advances in Neural Information Processing Systems

Aoran Xiao

Jiaxing Huang

Dayan Guan

Kaiwen Cui

Shijian Lu

...

2022/12/1

Coprime Sensing for Airborne Array Interferometric SAR Tomography

IEEE Transactions on Geoscience and Remote Sensing

Yexian Ren

Aoran Xiao

Fengming Hu

Feng Xu

Xiaolan Qiu

...

2022/6/14

Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation

IEEE/CVF Conference on Computer Vision and Pattern Recognition

Dayan Guan

Jiaxing Huang

Aoran Xiao

Shijian Lu

2022/6/21

Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation

Proceedings of the AAAI Conference on Artificial Intelligence

Aoran Xiao

Jiaxing Huang

Dayan Guan

Fangneng Zhan

Shijian Lu

2022

Masked Generative Adversarial Networks are Data-Efficient Generation Learners

Jiaxing Huang

Kaiwen Cui

Dayan Guan

Aoran Xiao

Fangneng Zhan

...

2022/11

D-lc-nets: Robust denoising and loop closing networks for lidar slam in complicated circumstances with noisy point clouds

Kangcheng Liu

Aoran Xiao

Jiaxing Huang

Kaiwen Cui

Yun Xing

...

2022/10/23

Rda: Robust domain adaptation via fourier adversarial attacking

Jiaxing Huang

Dayan Guan

Aoran Xiao

Shijian Lu

2021

Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation

Pattern Recognition

Jiaxing Huang

Dayan Guan

Aoran Xiao

Shijian Lu

2022/3/1

FPS-Net: A convolutional fusion network for large-scale LiDAR point cloud segmentation

ISPRS Journal of Photogrammetry and Remote Sensing

Aoran Xiao

Xiaofei Yang

Shijian Lu

Dayan Guan

Jiaxing Huang

2021/6/1

Domain Adaptive Video Segmentation via Temporal Consistency Regularization

Dayan Guan

Jiaxing Huang

Aoran Xiao

Shijian Lu

2021

See List of Professors in Xiao Aoran University(Nanyang Technological University)

Co-Authors

academic-engine