Vision-Language Models for Vision Tasks: A Survey

J Zhang, Jiaxing Huang, Sheng Jin, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningMultimodal LlmImage AnalysisVisual Grounding +14

FSDR: Frequency Space Domain Randomization for Domain Generalization

Jiaxing Huang, Dayan Guan, Aoran Xiao, +1

Image AnalysisMachine LearningData ScienceMachine VisionEngineering +13

Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection

Dayan Guan, Jiaxing Huang, Aoran Xiao, +2

IEEE Transactions on Multimedia

Few-shot LearningUnlabelled Target DomainImage AnalysisMachine VisionData Science +13

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

Aoran Xiao, Jiaxing Huang, Dayan Guan, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

Geometric LearningDeep Neural NetworksMachine VisionMachine LearningData Science +12

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

Aoran Xiao, Jiaxing Huang, Dayan Guan, +2

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningPoint Cloud ProcessingPoint Cloud3D Computer Vision +15

Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data

Jiaxing Huang, Dayan Guan, Aoran Xiao, +1

arXiv (Cornell University)

Structured PredictionEngineeringMachine LearningSource DomainNatural Language Processing +16

Scale variance minimization for unsupervised domain adaptation in image segmentation

Dayan Guan, Jiaxing Huang, Shijian Lu, +1

Pattern Recognition

Scale Variance MinimizationMachine VisionMachine LearningImage AnalysisData Science +8

Spectral Unsupervised Domain Adaptation for Visual Recognition

Jingyi Zhang, Jiaxing Huang, Zichen Tian, +1

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringMachine LearningImage AnalysisData SciencePattern Recognition +14

RDA: Robust Domain Adaptation via Fourier Adversarial Attacking

Jiaxing Huang, Dayan Guan, Aoran Xiao, +1

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Image AnalysisMachine LearningData ScienceEngineeringDomain Adaptation +5

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

Aoran Xiao, Xiaofei Yang, Shijian Lu, +2

ISPRS Journal of Photogrammetry and Remote Sensing

3D Computer VisionMachine VisionImage AnalysisEngineering3D Vision +6