Dongnan Liu
- RWKV-CLIP: A Robust Vision-Language Representation Learner
2024/06/11 by Tiancheng Gu, Kaicheng Yang, Gu, Tiancheng +11 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- 3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis
2021/12/09 by Jianhui Yu, Yu, Jianhui, Chaoyi Zhang +13 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Thermography in Medicine #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Complex Organ Mask Guided Radiology Report Generation
2023/11/04 by Gu Tiancheng, Dongnan Liu, Gu, Tiancheng +5 · 4 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #Topic Modeling
- Multimodal Causal Reasoning Benchmark: Challenging Vision Large Language Models to Discern Causal Links Across Modalities
2024/08/15 by Zhiyuan Li, Li, Zhiyuan, Heng Wang +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Enhancing Advanced Visual Reasoning Ability of Large Language Models
2024/09/21 by Zhiyuan Li, Li, Zhiyuan, Dongnan Liu +9 · 5 citations
Computer Science · #Multimodal Machine Learning Applications
- DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis
2021/09/13 by Tiange Xiang, Yang Song, Xiang, Tiange +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling
2024/03/02 by Jianan Fan, Dongnan Liu, Fan, Jianan +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG)
- MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning
2022/05/03 by Dongnan Liu, Liu, Dongnan, Mariano Cabezas +35 · 1 citation
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cutaneous Melanoma Detection and Management #Gene expression and cancer classification
- RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm
2025/02/18 by Tiancheng Gu, Gu, Tiancheng, Kai-Cheng Yang +15 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset
2023/06/12 by Ziqiao Weng, Jiancheng Yang, Weng, Ziqiao +5 · 1 citation
Medicine · Computer Science · #Lung Cancer Diagnosis and Treatment #AI in cancer detection #Music and Audio Processing
- Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation
2024/02/09 by Yaxuan Song, Jianan Fan, Song, Yaxuan +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei Segmentation
2024/01/17 by Jianan Fan, Fan, Jianan, Dongnan Liu +5 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Cervical Cancer and HPV Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Cross-View Consistency Regularisation for Knowledge Distillation
2024/12/21 by Weijia Zhang, Zhang, Weijia, Dongnan Liu +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications