Xinyu Liu

According to our database, Xinyu Liu authored at least 29 papers between 2021 and 2024.

Collaborative distances:

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

2024

Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection.

Xinyu Liu, Wuyang Li, Yixuan Yuan

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer.

Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang

Inf. Fusion, April, 2024

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.

Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yixuan Yuan

CoRR, 2024

Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

CoRR, 2024

UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images.

Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan

CoRR, 2024

Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM.

Chenxin Li, Yuzhi Huang, Wuyang Li, Hengyu Liu, Xinyu Liu, Qing Xu, Zhen Chen, Yue Huang, Yixuan Yuan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation.

Xinyu Liu, Wuyang Li, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation.

Xinyu Liu, Zhen Chen, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos.

Wuyang Li, Xinyu Liu, Qiushi Yang, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

[inline-graphic not available: see fulltext]Endora: Video Generation Models as Endoscopy Simulators.

Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation.

Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan

Proceedings of the Computer Vision - ECCV 2024, 2024

CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection.

Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan

Proceedings of the Computer Vision - ECCV 2024, 2024

PV-SSM: Exploring Pure Visual State Space Model for High-dimensional Medical Data Analysis.

Cheng Wang, Xinyu Liu, Chenxin Li, Yifan Liu, Yixuan Yuan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks.

Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan

Int. J. Comput. Vis., December, 2023

SIGMA++: Improved Semantic-Complete Graph Matching for Domain Adaptive Object Detection.

Wuyang Li, Xinyu Liu, Yixuan Yuan

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive Object Detection.

Wuyang Li, Xinyu Liu, Yixuan Yuan

IEEE Trans. Multim., 2023

Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT.

Zhenxiang Xiao, Yuzhong Chen, Lu Zhang, Junjie Yao, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Tianming Liu, Xi Jiang

CoRR, 2023

EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention.

Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan

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

2022

A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow.

Xinyu Liu, Yixuan Yuan

IEEE Trans. Medical Imaging, 2022

Global Context Parallel Attention for Anchor-Free Instance Segmentation in Remote Sensing Images.

Xinyu Liu, Xiaoguang Di

IEEE Geosci. Remote. Sens. Lett., 2022

Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization.

Qiushi Yang, Xinyu Liu, Zhen Chen, Bulat Ibragimov, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Intervention & Interaction Federated Abnormality Detection with Noisy Clients.

Xinyu Liu, Wuyang Li, Yixuan Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Towards Robust Adaptive Object Detection under Noisy Annotations.

Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan

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

SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection.

Wuyang Li, Xinyu Liu, Yixuan Yuan

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

SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation.

Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan Yuan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images.

Xinyu Liu, Xiaoqing Guo, Yajie Liu, Yixuan Yuan

Medical Image Anal., 2021

TanhExp: A smooth activation function with high convergence speed for lightweight neural networks.

Xinyu Liu, Xiaoguang Di

IET Comput. Vis., 2021

Exploring Gradient Flow Based Saliency for DNN Model Compression.

Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data.

Wuyang Li, Chen Yang, Jie Liu, Xinyu Liu, Xiaoqing Guo, Yixuan Yuan

Proceedings of the 3rd International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2021) co-located with with the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), 2021