Conference
[AAAI] Yiming Li, Peng Zhou, Jun Sun ,and Yi Xu,
"Multi-Region Text-Driven Manipulation of Diffusion Imagery",
Association for the Advance of Artificial Intelligence, 2024
[ACM MM] Jinglei Zhang, Tiancheng Lin, Yi Xu, Kai Chen, and Rui Zhang,
"Relational Contrastive Learning for Scene Text Recognition",
ACM International Conference on Multimedia, 2023.
[PDF]
[MICCAI] Zhimiao Yu, Tiancheng Lin, Yi Xu,
"SLPD: Slide-level Prototypical Distillation for WSIs",
International Conference on Medical Image Computing and Computer Assisted Intervention, 2023.
[PDF]
[ICIP] Zhimiao Yu, Tiancheng Lin, Yi Xu,
"BACKGROUND CLUSTERING PRE-TRAINING FOR FEW-SHOT SEGMENTATION",
IEEE International Conference on Image Processing, 2023.
[PDF]
[CVPR] Tiancheng Lin, Zhimiao Yu, Hongyu Hu, Yi Xu, Chang Wen Chen,
"Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images",
IEEE Conference on Computer Vision and Pattern Recognition, 2023.
[PDF]
[AAAI] Tiancheng Lin, Hongteng Xu, Canqian Yang, Yi Xu,
"Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction",
Association for the Advance of Artificial Intelligence, 2022.
[PDF]
[ISBI] Yunwen Huang, Hongyu Hu, Ying Zhu, Yi Xu,
"Breast Lesion Diagnosis Using Static Images and Dynamic Video",
IEEE International Symposium on Biomedical Imaging, 2023.
[PDF]
[BMVC] Hongyu Hu, Tiancheng Lin, Yuanfan Guo, Chunxiao Li, Rong Wu, Yi Xu,
"Anatomy-Aware Self-Supervised Learning for Aligned Multi-Modal Medical Data",
British Machine Vision Conference, 2022.
[PDF]
[ISBI] Guo Y, Yang C, Lin T, et al,
"Self Supervised Lesion Recognition for Breast Ultrasound Diagnosis",
IEEE International Symposium on Biomedical Imaging, 2022.
[PDF]
[ISBI] Hu Y, Guo Y, Zhang F, et al,
"Enhancing Non-Mass Breast Ultrasound Cancer Classification with Knowledge Transfer",
IEEE International Symposium on Biomedical Imaging, 2022.
[PDF]
[ECCV] Canqian Yang, Meiguang Jin, Yi Xu, Rui Zhang, Ying Chen, Huaida Liu,
"SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement",
European Conference on Computer Vision, 2022.
[PDF]
[ECCV] Mingda Wang, Canqian Yang, Yi Xu,
"Posterior Refinement on Metric Matrix Improves Generalization Bound in Metric Learning",
European Conference on Computer Vision, 2022.
[PDF]
[CVPR] Yuanfan Guo, Minghao Xu, Jiawen Li, Bingbing Ni, Xuanyu Zhu, Zhenbang Sun, Yi Xu,
"HCSC: Hierarchical Contrastive Selective Coding",
IEEE Conference on Computer Vision and Pattern Recognition, 2022.
[PDF]
[CVPR] Canqian Yang, Meiguang Jin, Xu Jia, Yi Xu, Ying Chen,
"AdaInt: Learning Adaptive Intervals for 3D Lookup Tables on Real-time Image Enhancement",
IEEE Conference on Computer Vision and Pattern Recognition, 2022.
[PDF]
[MICCAI] Kun Chen, Yuanfan Guo, Canqian Yang, Chunxiao Li, Yi Xu, Rui Zhang, Rong Wu, "Enhanced Breast Lesion Classification via Knowledge Guided Cross-Modal and Semantic Data Augmentation", International Conference on Medical Image Computing and Computer Assisted Intervention, 2021.
[PDF]
[MICCAI] Jiajun Li, Tiancheng Lin, Yi Xu, "SSLP: Spatial Guided Self-supervised Learning on Pathological Images", International Conference on Medical Image Computing and Computer Assisted Intervention, 2021.
[PDF]
[ICIP] Chen Shi,Xiangtai Li,Yanran Wu,Yunhai Tong,Yi Xu, "Dynamic Dual Sampling Module for Fine-Grained Semantic Segmentation", IEEE International Conference on Image Processing, , 2021.
[PDF]
[ICIP] Lanqing Liu,Zhenyu Duan,Guozheng Xu,Yi Xu, "Self-supervised Disentangled Embedding for Robust Image Classification", IEEE International Conference on Image Processing, , 2021.
[PDF]
[MICCAI] Yamin Li, Jiancheng Yang, Yi Xu, Jingwei Xu, Xiaodan Ye, Guangyu Tao, Xueqian Xie, Liu Guixue, "Malignancy-Aware Follow-Up Volume Prediction for Lung Nodules", International Conference on Medical Image Computing and Computer Assisted Intervention, 2020.
[PDF]
[CVPR] Xuan Zhang, Shaofei Qin, Yi Xu, Hongteng Xu, "Quaternion Product Units for Deep Learning on 3D Rotation Groups", IEEE Conference on Computer Vision and Pattern Recognition, 2020.
[PDF]
[ICIP] Zheng Zhang, Yi Xu, He Wang, Bingbing Ni, Hongteng Xu, "Single-image Rain Removal via Multi-scale Cascading Image Generation," IEEE International Conference on Image Processing, 2019.
[ICME] Xiaohui Lin, Yi Xu, Mingda Wang, Bingbing Ni, Xiaokang Yang, Guangyu Tao, Xiaodan Ye, "Cross Modality Alignment of Medical Volumes using Spatio-Semantic Attentive CycleGAN," IEEE International Conference on Multimedia and Expo, 2019.
[ECCV] Jie Zhang, Yi Xu, Bingbing Ni, Zhenyu Duan, Minsi Wang, Jianguo Hu, Xiaokang Yang, "Geometric Constrained Joint Lane Segmentation and Lane Boundary Detection," European Conference on Computer Vision, 2018.
[PDF]
[ECCV] Xuanyu Zhu, Yi Xu, Hongteng Xu, Changjiang Chen, "Quaternion Convolutional Neural Networks," European Conference on Computer Vision, 2018.
[PDF]
[CVPR] Zan Shen, Yi Xu, Bingbing Ni, Minsi Wang, Jianguo Hu, Xiaokang Yang, "Crowd Counting via Adversarial Cross-Scale Consistency Pursuit," IEEE Conference on Computer Vision and Pattern Recognition, 2018.
[PDF]
[ICIP] He Wang, Yi Xu, Bingbing Ni, Lixue Zhuang, Hongteng Xu, "Flexible Network Binarization With Layer-Wise Priority," IEEE International Conference on Image Processing, 2018.
[VCIP] Yumeng Zhu, Yi Xu, Bingbing Ni, Jie Zhang, Xiaokang Yang, "Enhancing pulmonary nodule detection via cross-modal alignment," IEEE Visual Communications and Image Processing, 2017. [PDF]
[VCIP] Qiaobo Chen, Yi Xu, Bingbing Ni, Zan Shen, Xiaokang Yang, "Rain removal via residual generation cascading," IEEE Visual Communications and Image Processing, 2017. [PDF]
[ACM MM] Zhenyu Duan, Jinpeng Lan, Yi Xu, Bingbing Ni, Lixue Zhuang, Xiaokang Yang, "Pedestrian Detection via Bi-directional Multi-scale Analysis," ACM Multimedia, 2017. [PDF]
[ICASSP] Yi Zeng and Yi Xu, "Saliency detection using tensor sparse reconstruction residual analysis," IEEE International Conference on Acoustics, Speech and Signal Processing, 2016. [PDF]
