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2020 – today
- 2024
[j10]Linhao Qu
, Qiuye Jin, Kexue Fu, Manning Wang, Zhijian Song:
Rethinking deep active learning for medical image segmentation: A diffusion and angle-based framework. Biomed. Signal Process. Control. 96: 106493 (2024)- [j9]Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Zhijian Song:
Trans2Fuse: Empowering image fusion through self-supervised learning and multi-modal transformations via transformer networks. Expert Syst. Appl. 236: 121363 (2024) - [j8]Kexue Fu, Peng Gao, Shaolei Liu, Linhao Qu, Longxiang Gao, Manning Wang:
POS-BERT: Point cloud one-stage BERT pre-training. Expert Syst. Appl. 240: 122563 (2024) - [j7]Shaolei Liu, Linhao Qu, Siqi Yin, Manning Wang, Zhijian Song:
Wavelet-based spectrum transfer with collaborative learning for unsupervised bidirectional cross-modality domain adaptation on medical image segmentation. Neural Comput. Appl. 36(12): 6741-6755 (2024) - [j6]Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Qinhao Guo, Manning Wang, Zhijian Song:
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier Is All You Need. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9732-9744 (2024) - [j5]Xiaoyuan Luo, Linhao Qu, Qinhao Guo, Zhijian Song, Manning Wang:
Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis. IEEE J. Biomed. Health Informatics 28(2): 964-975 (2024) - [c11]Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song:
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. CVPR 2024: 3606-3615 - [c10]Linhao Qu, Dingkang Yang, Dan Huang, Qinhao Guo, Rongkui Luo, Shaoting Zhang, Xiaosong Wang:
Pathology-Knowledge Enhanced Multi-instance Prompt Learning for Few-Shot Whole Slide Image Classification. ECCV (11) 2024: 196-212 - [c9]Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang:
Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations. MICCAI (5) 2024: 501-510 - [c8]Linhao Qu, Chengsheng Zhang, Guihui Li, Haiyong Zheng, Chen Peng, Wei He:
Advancing H&E-to-IHC Stain Translation in Breast Cancer: A Multi-Magnification and Attention-Based Approach. CIS-RAM 2024: 441-446 - [i21]Minghong Duan, Linhao Qu, Zhiwei Yang, Manning Wang, Chenxi Zhang, Zhijian Song:
Towards Arbitrary-Scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework via Implicit Self-texture Enhancement. CoRR abs/2401.15613 (2024) - [i20]Zhiwei Yang, Kexue Fu, Minghong Duan, Linhao Qu, Shuo Wang, Zhijian Song:
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation. CoRR abs/2402.18467 (2024) - [i19]Dingkang Yang, Mingcheng Li, Linhao Qu, Kun Yang, Peng Zhai, Song Wang, Lihua Zhang:
Asynchronous Multimodal Video Sequence Fusion via Learning Modality-Exclusive and -Agnostic Representations. CoRR abs/2407.04955 (2024) - [i18]Linhao Qu, Dingkang Yang, Dan Huang, Qinhao Guo, Rongkui Luo, Shaoting Zhang, Xiaosong Wang:
Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification. CoRR abs/2407.10814 (2024) - [i17]Xiaoyu Liu, Linhao Qu, Ziyue Xie, Yonghong Shi, Zhijian Song:
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation. CoRR abs/2407.12611 (2024) - [i16]Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang:
Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations. CoRR abs/2407.17726 (2024) - [i15]Linhao Qu, Chengsheng Zhang, Guihui Li, Haiyong Zheng, Chen Peng, Wei He:
Advancing H&E-to-IHC Stain Translation in Breast Cancer: A Multi-Magnification and Attention-Based Approach. CoRR abs/2408.01929 (2024) - [i14]Minghao Han, Linhao Qu, Dingkang Yang, Xukun Zhang, Xiaoying Wang, Lihua Zhang:
MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning. CoRR abs/2408.11505 (2024) - [i13]Kexue Fu, Xiaoyuan Luo, Linhao Qu, Shuo Wang, Ying Xiong, Ilias Maglogiannis, Longxiang Gao, Manning Wang:
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification. CoRR abs/2409.19720 (2024) - [i12]Zijiang Liu, Xiaoyu Liu, Linhao Qu, Yonghong Shi:
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation. CoRR abs/2410.22057 (2024) - 2023
- [j4]Linhao Qu, Siqi Yin, Shaolei Liu, Xiaoyu Liu, Manning Wang, Zhijian Song:
AIM-MEF: Multi-exposure image fusion based on adaptive information mining in both spatial and frequency domains. Expert Syst. Appl. 223: 119909 (2023) - [j3]Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song:
Rethinking multi-exposure image fusion with extreme and diverse exposure levels: A robust framework based on Fourier transform and contrastive learning. Inf. Fusion 92: 389-403 (2023) - [j2]Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang, Zhijian Song:
A Structure-Aware Framework of Unsupervised Cross-Modality Domain Adaptation via Frequency and Spatial Knowledge Distillation. IEEE Trans. Medical Imaging 42(12): 3919-3931 (2023) - [c7]Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang:
Reducing Domain Gap in Frequency and Spatial Domain for Cross-Modality Domain Adaptation on Medical Image Segmentation. AAAI 2023: 1719-1727 - [c6]Linhao Qu, Zhiwei Yang, Minghong Duan, Yingfan Ma, Shuo Wang, Manning Wang, Zhijian Song:
Boosting Whole Slide Image Classification from the Perspectives of Distribution, Correlation and Magnification. ICCV 2023: 21406-21416 - [c5]Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song:
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. MICCAI (2) 2023: 3-13 - [c4]Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song:
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. NeurIPS 2023 - [i11]Xiaoyu Liu, Linhao Qu, Ziyue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song:
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation. CoRR abs/2303.00232 (2023) - [i10]Linhao Qu, Minghong Duan, Zhiwei Yang, Manning Wang, Zhijian Song:
Towards Arbitrary-scale Histopathology Image Super-resolution: An Efficient Dual-branch Framework based on Implicit Self-texture Enhancement. CoRR abs/2304.04238 (2023) - [i9]Linhao Qu, Xiaoyuan Luo, Kexue Fu, Manning Wang, Zhijian Song:
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification. CoRR abs/2305.17891 (2023) - [i8]Linhao Qu, Yingfan Ma, Xiaoyuan Luo, Manning Wang, Zhijian Song:
Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need. CoRR abs/2307.02249 (2023) - [i7]Linhao Qu, Yingfan Ma, Zhiwei Yang, Manning Wang, Zhijian Song:
OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification. CoRR abs/2307.05254 (2023) - 2022
- [j1]Shaolei Liu, Linhao Qu, Qin Qiao, Manning Wang, Zhijian Song:
Wavelet-based self-supervised learning for multi-scene image fusion. Neural Comput. Appl. 34(18): 15689-15704 (2022) - [c3]Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song:
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task Learning. AAAI 2022: 2126-2134 - [c2]Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song:
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. MICCAI (2) 2022: 24-34 - [c1]Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song:
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. NeurIPS 2022 - [i6]Linhao Qu, Shaolei Liu, Manning Wang, Shiman Li, Siqi Yin, Qin Qiao, Zhijian Song:
TransFuse: A Unified Transformer-based Image Fusion Framework using Self-supervised Learning. CoRR abs/2201.07451 (2022) - [i5]Linhao Qu, Xiaoyuan Luo, Shaolei Liu, Manning Wang, Zhijian Song:
DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification. CoRR abs/2206.08861 (2022) - [i4]Linhao Qu, Siyu Liu, Xiaoyu Liu, Manning Wang, Zhijian Song:
Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis. CoRR abs/2208.08789 (2022) - [i3]Linhao Qu, Xiaoyuan Luo, Manning Wang, Zhijian Song:
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification. CoRR abs/2210.03664 (2022) - [i2]Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang:
Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation. CoRR abs/2211.15235 (2022) - 2021
- [i1]Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song:
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning. CoRR abs/2112.01030 (2021)
Coauthor Index
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