Publications
5 minutes
*Equal contribution
Out-of-Clinical-Distribution Detection with a Softmax-Conditioned Variational Autoencoder Regulariser: Application to Fetal Ultrasound
Kangning ZHang, Jianbo Jiao, Alison Noble
International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD), Oral Presentation, Best Paper Award, 2024
[PDF] [BibTeX] [Project Page]
Few Exemplar-Based General Medical Image Segmentation via Domain-Aware Selective Adaptation
Chen Xu*, Qiming Huang*, Yuqi Hou, Jiangxing Wu, Fan Zhang, Hyung Jin Chang, Jianbo Jiao
Asian Conference on Computer Vision (ACCV), 2024
[PDF] [BibTeX] [arXiv] [Project Page]
Bridge the Points: Graph-based Few-shot Segment Anything Semantically
Anqi Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu, Yunchao Wei
Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
[PDF] [BibTeX] [arXiv] [Project Page]
Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
Rui Peng, Wangze Xu, Luyang Tang, Liwei Liao, Jianbo Jiao, Ronggang Wang
Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
[PDF] [BibTeX] [arXiv] [Project Page]
Disentangled Generation and Aggregation for Robust Radiance Fields
Shihe Shen*, Huachen Gao*, Wangze Xu, Rui Peng, Luyang Tang, Kaiqiang Xiong, Jianbo Jiao, Ronggang Wang
European Conference on Computer Vision (ECCV), 2024
[PDF] [BibTeX] [arXiv] [Project Page]
MVPGS: Excavating Multi-view Prior for Gaussian Splatting from Sparse Input Views
Wangze Xu, Huachen Gao, Shihe Shen, Rui Peng, Jianbo Jiao, Ronggang Wang
European Conference on Computer Vision (ECCV), 2024
[PDF] [BibTeX] [arXiv] [Project Page]
Surface-Centric Modeling for High-Fidelity Generalizable Neural Surface Reconstruction
Rui Peng, Shihe Shen, Kaiqiang Xiong, Huachen Gao, Jianbo Jiao, Xiaodong Gu, Ronggang Wang
European Conference on Computer Vision (ECCV), 2024
[PDF] [BibTeX] [arXiv] [Code]
Show from Tell: Audio-Visual Modelling in a Clinical Setting
Jianbo Jiao*, Mohammad Alsharid*, Lior Drukker, Aris T. Papageorghiou, Andrew Zisserman, Alison Noble
Scientific Reports, 2024
[PDF] [BibTeX] [Online Article]
Fetal Ultrasound Video Representation Learning using Contrastive Rubik’s Cube Recovery
Kangning Zhang, Jianbo Jiao, Alison Noble
International Conference on Medical Image Computing and Computer Assisted Intervention Workshop (MICCAI ASMUS), Oral Presentation, Best Paper Award and Best Presentation (Runner-Up) Award, 2024
[PDF] [BibTeX] [Code] [Best Paper Award] [Best Presentation (runner-up) Award]
360+x: A Panoptic Multi-modal Scene Understanding Dataset
Hao Chen, Yuqi Hou, Chenyuan Qu, Irene Testini, Xiaohan Hong, Jianbo Jiao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Oral Presentation (3.3% of accepted papers), 2024
[PDF] [BibTeX] [arXiv] [Project Page]
DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling
Xiaoyun Zheng, Liwei Liao, Xufeng Li, Jianbo Jiao, Rongjie Wang, Feng Gao, Shiqi Wang, Ronggang Wang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
[PDF] [BibTeX] [arXiv] [Project Page]
Disentangled Pre-training for Image Matting
Yanda Li, Zilong Huang, Gang Yu, Ling Chen, Yunchao Wei, Jianbo Jiao
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Oral Presentation (2.5% of accepted papers), 2024
[PDF] [BibTeX] [Code] [Project Page]
FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation
Wenxuan Wang*, Jing Wang*, Chen Chen, Jianbo Jiao, Yuanxiu Cai, Shanshan Song, Jiangyun Li
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
[PDF] [BibTeX] [Code] [Project Page]
Frame Interpolation with Consecutive Brownian Bridge Diffusion
Zhonglin Lyu, Ming Li, Jianbo Jiao, Chen Chen
ACM Multimedia (ACM MM), 2024
[PDF] [BibTeX] [Code] [Project Page]
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface Representation
Xiaoyun Zheng, Liwei Liao, Jianbo Jiao, Feng Gao, Ronggang Wang
IEEE Transactions on Image Processing (T-IP), 2024
[PDF] [BibTeX] [Code]
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation
Jiachen Shen*, Wenxuan Wang*, Chen Chen, Jianbo Jiao, Jing Liu, Yan Zhang, Shanshan Song, Jiangyun Li
Medical Imaging with Deep Learning (MIDL), 2024
[PDF] [BibTeX] [Code] [Project Page]
Dual Representation Learning from Fetal Ultrasound Video and Sonographer Audio
Mourad Gridach, Mohammad Alsharid, Jianbo Jiao, Lior Drukker, Aris Papageorghiou, Alison Noble
IEEE International Symposium on Biomedical Imaging (ISBI), Oral Presentation, 2024
[PDF] [BibTeX]
Inferring Attention Shifts for Salient Instance Ranking
Avishek Siris, Jianbo Jiao, Gary K.L. Tam, Xianghua Xie, Rynson W.H. Lau
International Journal of Computer Vision (IJCV), 2023
[Article] [BibTeX] [Code]
Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen*, Chenyuan Qu*, Yu Zhang, Chen Chen, Jianbo Jiao
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [ArXiv] [BibTeX] [Code] [Project Page]
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation
Zekang Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu, Yunchao Wei
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [BibTeX] [Code]
CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning
Kaiqiang Xiong, Rui Peng, Zhe Zhang, Tianxing Feng, Jianbo Jiao, Feng Gao, Ronggang Wang
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [BibTeX] [Code] [Project Page]
Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion
Yutao Jiang, Yang Zhou, Yuan Liang, Wenxi Liu, Jianbo Jiao, Yuhui Quan, Shengfeng He
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [BibTeX] [Code] [Video]
Bridging the Gap: Cross-modal Knowledge Driven Network for Radiology Report Generation
Beichen Kang, Yun Xiong, Jianbo Jiao, Yao Zhang, Xing Jia, Ji Li
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2023
[PDF] [BibTeX] [Code]
Speed Co-Augmentation for Unsupervised Audio-Visual Pre-training
Jiangliu Wang, Jianbo Jiao, Yibing Song, Stephen James, Zhan Tong, Chongjian Ge, Pieter Abbeel, Yun-Hui Liu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Sight and Sound, 2023
[PDF] [BibTeX] [Code]
Cali-NCE: Boosting Cross-modal Video Representation Learning with Calibrated Alignment
Nanxuan Zhao, Jianbo Jiao, Weidi Xie, Dahua Lin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Foundation Model, 2023
[PDF] [BibTeX] [Code]
Revisiting Implicit Neural Representations in Low-Level Vision
Wentian Xu, Jianbo Jiao
International Conference on Learning Representations (ICLR) Neural Fields Workshop, 2023
[PDF] [ArXiv] [BibTeX] [Code] [Project Page]
A Kernel Density Estimation based Quality Metric for Quality Assessment of Obstetric Ultrasound Video
Jong Kwon, Jianbo Jiao, Alice Self, Alison Noble, Aris Papageorghiou
International Conference on Learning Representations (ICLR) Trustworthy Machine Learning for Healthcare Workshop, 2023
[PDF] [BibTeX] [Code]
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
Zekang Zhang, Guangyu Gao, Zhiyuan Fang, Jianbo Jiao, Yunchao Wei
Conference on Neural Information Processing Systems (NeurIPS), 2022
[PDF] [BibTeX] [Code]
