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PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter
Junfei Xiao,
Zheng Xu,
Alan Yuille,
Shen Yan,
Boyu Wang
arXiv preprint, 2024
arXiv /
slides /
bibtex
@article{palm2vadapter2024,
title={PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter},
author={Xiao, Junfei and Xu, Zheng and Yuille, Alan and Yan, Shen and Wang, Boyu},
journal={arXiv preprint arXiv:2402.10896},
year={2024},
}
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A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties
Junfei Xiao,
Ziqi Zhou,
Wenxuan Li,
Shiyi Lan,
Jieru Mei,
Zhiding Yu,
Bingchen Zhao,
Alan Yuille,
Yuyin Zhou,
Cihang Xie
ECCV , 2024
arXiv /
code /
bibtex
@article{xiao2023semantic,
author = {Xiao, Junfei and Zhou, Ziqi and Li, Wenxuan and Lan, Shiyi and Mei, Jieru and Yu, Zhiding and Yuille, Alan and Zhou, Yuyin and Xie, Cihang},
title = {A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties},
journal = {arXiv preprint arXiv:2312.13764},
year = {2023},
}
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CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
Jie Liu,
Yixiao Zhang,
Jieneng Chen,
Junfei Xiao,
Yongyi Lu,
Bennett A. Landman,
Yixuan Yuan,
Alan Yuille,
Yucheng Tang,
Zongwei Zhou
ICCV, 2023
arXiv /
code /
bibtex
@inproceedings{liu2023clip,
title={Clip-driven universal model for organ segmentation and tumor detection},
author={Liu, Jie and Zhang, Yixiao and Chen, Jie-Neng and Xiao, Junfei and Lu, Yongyi and A Landman, Bennett and Yuan, Yixuan and Yuille, Alan and Tang, Yucheng and Zhou, Zongwei},
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
pages={21152--21164},
year={2023}
}
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Label-Free Liver Tumor Segmentation
Qixin Hu,
Yixiong Chen,
Junfei Xiao,
Shuwen Sun,
Jie-Neng Chen,
Alan Yuille,
Zongwei Zhou
CVPR, 2023
arXiv /
code /
bibtex
@article{hu2023labelfree,
title={Label-Free Liver Tumor Segmentation},
author={Hu, Qixin and Chen, Yixiong and Xiao, Junfei and Sun, Shuwen and Chen, Jie-Neng and Yuille, Alan and Zhou, Zongwei},
journal={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2022}
}
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Masked Autoencoders Enable Efficient Knowledge Distillers
Yutong Bai,
Zeyu Wang,
Junfei Xiao*,
Chen Wei,
Huiyu Wang,
Alan Yuille,
Yuyin Zhou,
Cihang Xie
(*: Technical Lead)
CVPR, 2023
arXiv /
code /
bibtex
@article{bai2022masked,
title={Masked autoencoders enable efficient knowledge distillers},
author={Bai, Yutong and Wang, Zeyu and Xiao, Junfei and Wei, Chen and Wang, Huiyu and Yuille, Alan and Zhou, Yuyin and Xie, Cihang},
journal={arXiv preprint arXiv:2208.12256},
year={2022}
}
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Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification
Junfei Xiao,
Yutong Bai,
Alan Yuille,
Zongwei Zhou
WACV, 2023
arXiv /
code /
bibtex
@article{xiao2022delving,
title={Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification},
author={Xiao, Junfei and Bai, Yutong and Yuille, Alan and Zhou, Zongwei},
journal={arXiv preprint arXiv:2210.12843},
year={2022}
}
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Learning from Temporal Gradient for Semi-supervised Action Recognition
Junfei Xiao,
Longlong Jing,
Lin Zhang,
Ju He,
Qi She,
Zongwei Zhou,
Alan Yuille,
Yingwei Li
CVPR, 2022
arXiv /
code /
bibtex
@inproceedings{xiao2022learning,
title={Learning from temporal gradient for semi-supervised action recognition},
author={Xiao, Junfei and Jing, Longlong and Zhang, Lin and He, Ju and She, Qi and Zhou, Zongwei and Yuille, Alan and Li, Yingwei},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={3252--3262},
year={2022}
}
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CateNorm: Categorical Normalization for Robust Medical Image Segmentation
Junfei Xiao,
Lequan Yu,
Zongwei Zhou,
Yutong Bai,
Lei Xing,
Alan Yuille,
Yuyin Zhou
MICCAI Workshop - Domain Adaptation and Representation Transfer , 2022
Best Paper Honorable Mention
arXiv /
code /
bibtex
@inproceedings{xiao2022catenorm,
title={CateNorm: Categorical Normalization for Robust Medical Image Segmentation},
author={Xiao, Junfei and Yu, Lequan and Zhou, Zongwei and Bai, Yutong and Xing, Lei and Yuille, Alan and Zhou, Yuyin},
booktitle={MICCAI Workshop on Domain Adaptation and Representation Transfer},
pages={129--146},
year={2022},
organization={Springer}
}
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A bio-robotic remora disc with attachment and detachment capabilities for reversible underwater hitchhiking
Siqi Wang,
Lei Li,
Yufeng Chen,
Yueping Wang,
Wenguang Sun,
Junfei Xiao,
Dylan Wainwright,
Tianmiao Wang,
Robert J. Wood,
Li Wen
ICRA, 2019
arXiv /
bibtex
@inproceedings{wang2019bio,
title={A bio-robotic remora disc with attachment and detachment capabilities for reversible underwater hitchhiking},
author={Wang, Siqi and Li, Lei and Chen, Yufeng and Wang, Yueping and Sun, Wenguang and Xiao, Junfei and Wainwright, Dylan and Wang, Tianmiao and Wood, Robert J and Wen, Li},
booktitle={2019 International Conference on Robotics and Automation (ICRA)},
pages={4653--4659},
year={2019},
organization={IEEE}
}
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