Junfei Xiao

According to our database, Junfei Xiao authored at least 17 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

What If We Recaption Billions of Web Images with LLaMA-3?

Xianhang Li, Haoqin Tu, Mude Hui, Zeyu Wang, Bingchen Zhao, Junfei Xiao, Sucheng Ren, Jieru Mei, Qing Liu, Huangjie Zheng, Yuyin Zhou, Cihang Xie

CoRR, 2024

Medical Vision Generalist: Unifying Medical Imaging Tasks in Context.

Sucheng Ren, Xiaoke Huang, Xianhang Li, Junfei Xiao, Jieru Mei, Zeyu Wang, Alan L. Yuille, Yuyin Zhou

CoRR, 2024

PaLM2-VAdapter: Progressively Aligned Language Model Makes a Strong Vision-language Adapter.

Junfei Xiao, Zheng Xu, Alan L. Yuille, Shen Yan, Boyu Wang

CoRR, 2024

Rejuvenating image-GPT as Strong Visual Representation Learners.

Sucheng Ren, Zeyu Wang, Hongru Zhu, Junfei Xiao, Alan L. Yuille, Cihang Xie

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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 L. Yuille, Yuyin Zhou, Cihang Xie

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

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, Alan L. Yuille, Yuyin Zhou, Cihang Xie

CoRR, 2023

Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification.

Junfei Xiao, Yutong Bai, Alan L. Yuille, Zongwei Zhou

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

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 L. Yuille, Yucheng Tang, Zongwei Zhou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Label-Free Liver Tumor Segmentation.

Qixin Hu, Yixiong Chen, Junfei Xiao, Shuwen Sun, Jieneng Chen, Alan L. Yuille, Zongwei Zhou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Masked Autoencoders Enable Efficient Knowledge Distillers.

Yutong Bai, Zeyu Wang, Junfei Xiao, Chen Wei, Huiyu Wang, Alan L. Yuille, Yuyin Zhou, Cihang Xie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation.

Siwei Yang, Longlong Jing, Junfei Xiao, Hang Zhao, Alan L. Yuille, Yingwei Li

CoRR, 2022

Synthetic Tumors Make AI Segment Tumors Better.

Qixin Hu, Junfei Xiao, Yixiong Chen, Shuwen Sun, Jieneng Chen, Alan L. Yuille, Zongwei Zhou

CoRR, 2022

1st Place Solution of The Robust Vision Challenge (RVC) 2022 Semantic Segmentation Track.

Junfei Xiao, Zhichao Xu, Shiyi Lan, Zhiding Yu, Alan L. Yuille, Anima Anandkumar

CoRR, 2022

CateNorm: Categorical Normalization for Robust Medical Image Segmentation.

Junfei Xiao, Lequan Yu, Zongwei Zhou, Yutong Bai, Lei Xing, Alan L. Yuille, Yuyin Zhou

Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022

Learning from Temporal Gradient for Semi-supervised Action Recognition.

Junfei Xiao, Longlong Jing, Lin Zhang, Ju He, Qi She, Zongwei Zhou, Alan L. Yuille, Yingwei Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

DualNorm-UNet: Incorporating Global and Local Statistics for Robust Medical Image Segmentation.

Junfei Xiao, Lequan Yu, Lei Xing, Alan L. Yuille, Yuyin Zhou

CoRR, 2021

2019

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 K. Wainwright, Tianmiao Wang, Robert J. Wood, Li Wen

Proceedings of the International Conference on Robotics and Automation, 2019