Yan Xia

Orcid: 0000-0002-5298-748X

Affiliations:
  • Technical University of Munich, Germany


According to our database1, Yan Xia authored at least 42 papers between 2017 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2025
True Multimodal In-Context Learning Needs Attention to the Visual Context.
CoRR, July, 2025

OPAL: Visibility-aware LiDAR-to-OpenStreetMap Place Recognition via Adaptive Radial Fusion.
CoRR, April, 2025

MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models.
CoRR, March, 2025

CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving.
CoRR, March, 2025

FacaDiffy: Inpainting Unseen Facade Parts Using Diffusion Models.
CoRR, February, 2025

ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Localizing Events in Videos with Multimodal Queries.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

SparseAlign: a Fully Sparse Framework for Cooperative Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

L4DR: LiDAR-4DRadar Fusion for Weather-Robust 3D Object Detection.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

VXP: Voxel-Cross-Pixel Large-Scale Camera-LiDAR Place Recognition.
Proceedings of the International Conference on 3D Vision, 2025

2024
OPOCA: One Point One Class Annotation for LiDAR Point Cloud Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024

UniLoc: Towards Universal Place Recognition Using Any Single Modality.
CoRR, 2024

TrafficLoc: Localizing Traffic Surveillance Cameras in 3D Scenes.
CoRR, 2024

SADG: Segment Any Dynamic Gaussian Without Object Trackers.
CoRR, 2024

Gap Completion in Point Cloud Scene occluded by Vehicles using SGC-Net.
CoRR, 2024

TARGO: Benchmarking Target-driven Object Grasping under Occlusions.
CoRR, 2024

Localizing Events in Videos with Multimodal Queries.
CoRR, 2024

VXP: Voxel-Cross-Pixel Large-scale Image-LiDAR Place Recognition.
CoRR, 2024

Bridging LiDAR Gaps: A Multi-LiDARs Domain Adaptation Dataset for 3D Semantic Segmentation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Boosting 3D Single Object Tracking with 2D Matching Distillation and 3D Pre-training.
Proceedings of the Computer Vision - ECCV 2024, 2024

Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection.
Proceedings of the Computer Vision - ECCV 2024, 2024

Text2Loc: 3D Point Cloud Localization from Natural Language.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
A Lightweight and Detector-Free 3D Single Object Tracker on Point Clouds.
IEEE Trans. Intell. Transp. Syst., May, 2023

Perception of vehicles and place recognition in urban environment based on MLS point clouds.
PhD thesis, 2023

SegTrans: Semantic Segmentation With Transfer Learning for MLS Point Clouds.
IEEE Geosci. Remote. Sens. Lett., 2023

SCP: Scene Completion Pre-training for 3D Object Detection.
CoRR, 2023

Exploring Link Prediction over Hyper-Relational Temporal Knowledge Graphs Enhanced with Time-Invariant Relational Knowledge.
CoRR, 2023

CASSPR: Cross Attention Single Scan Place Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
PVT3D: Point Voxel Transformers for Place Recognition from Sparse Lidar Scans.
CoRR, 2022

A Lightweight and Detector-free 3D Single Object Tracker on Point Clouds.
CoRR, 2022

2021
Matching 2D Image Patches and 3D Point Cloud Volumes by Learning Local Cross-domain Feature Descriptors.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2021

ASFM-Net: Asymmetrical Siamese Feature Matching Network for Point Completion.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud Based Place Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Toward Efficient 3-D Colored Mapping in GPS-/GNSS-Denied Environments.
IEEE Geosci. Remote. Sens. Lett., 2020

VPC-Net: Completion of 3D Vehicles from MLS Point Clouds.
CoRR, 2020

Learning to Match 2D Images and 3D LiDAR Point Clouds for Outdoor Augmented Reality.
Proceedings of the 2020 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2020

2019
RealPoint3D: Generating 3D Point Clouds from a Single Image of Complex Scenarios.
Remote. Sens., 2019

2018
RealPoint3D: Point Cloud Generation from a Single Image with Complex Background.
CoRR, 2018

2017
Tree Classification in Complex Forest Point Clouds Based on Deep Learning.
IEEE Geosci. Remote. Sens. Lett., 2017


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