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Xiaomeng Li

  1. Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation
    2019/07/16 by Lequan Yu, Yu, Lequan, Shujun Wang +7 · 39 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  2. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT Volumes
    2018/12/01 by Xiaomeng Li, Hao Chen, Xiaojuan Qi +3 · 13 citations
  3. CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
    2023/08/23 by Hualiang Wang, Yi Li, Wang, Hualiang +5 · 19 citations
    Computer Science · Medicine · #68T45 #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4.9 #Multimodal Machine Learning Applications
  4. Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models
    2024/01/02 by Xinpeng Ding, Ding, Xinpeng, Jinahua Han +9 · 17 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation
    2022/01/21 by Huifeng Yao, Xiaowei Hu, Yao, Huifeng +3 · 10 citations
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  6. Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
    2024/01/25 by Xinyue Xu, Xu, Xinyue, Yi Qin +7 · 11 citations
    Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  7. CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading
    2019/11/04 by Xiaomeng Li, Li, Xiaomeng, Xiaowei Hu +8 · 5 citations
    Medicine · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Acute Ischemic Stroke Management
  8. GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation
    2023/09/20 by Jiewen Yang, Yang, Jiewen, Xinpeng Ding +7 · 6 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging
  9. Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
    2024/11/06 by Pedro R. A. S. Bassi, Bassi, Pedro R. A. S., Wenxuan Li +103 · 11 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
  10. Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images
    2020/09/16 by Lequan Yu, Yu, Lequan, Zhicheng Zhang +5 · 3 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Medical Imaging Techniques and Applications #Radiation Dose and Imaging
  11. Self-supervised Feature Learning via Exploiting Multi-modal Data for Retinal Disease Diagnosis
    2020/07/21 by Xiaomeng Li, Li, Xiaomeng, Mengyu Jia +7 · 3 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis #Retinal and Optic Conditions
  12. HiLM-D: Enhancing MLLMs with Multi-Scale High-Resolution Details for Autonomous Driving
    2023/09/11 by Xinpeng Ding, Jianhua Han, Ding, Xinpeng +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
    2023/10/17 by Haonan Wang, Wang, Haonan, Xiaomeng Li +1 · 4 citations
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  14. Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks
    2023/02/15 by Weihang Dai, Dai, Weihang, Xiaomeng Li +3 · 4 citations
    Computer Science · #Machine Learning and Data Classification #Machine Learning in Healthcare #Anomaly Detection Techniques and Applications
  15. Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation
    2022/05/07 by Yiqun Lin, Huifeng Yao, Lin, Yiqun +7 · 3 citations
    Medicine · Engineering · #Diabetic Foot Ulcer Assessment and Management #Traditional Chinese Medicine Studies #Medical Imaging and Analysis
  16. Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images
    2023/08/01 by Lehan Wang, Weihang Dai, Wang, Lehan +7 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #Retinal and Optic Conditions #electronic engineering #information engineering
  17. Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation
    2023/08/15 by Zheang Huai, Xinpeng Ding, Huai, Zheang +5 · 3 citations
    Medicine · Computer Science · #Retinal Imaging and Analysis #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  18. RSCFed: Random Sampling Consensus Federated Semi-supervised Learning
    2022/03/26 by Xiaoxiao Liang, Yiqun Lin, Liang, Xiaoxiao +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  19. WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma
    2022/04/13 by Chu Han, Han, Chu, Xipeng Pan +82 · 2 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) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  20. Learning Shadow Correspondence for Video Shadow Detection
    2022/07/30 by Xinpeng Ding, Ding, Xinpeng, Jingweng Yang +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Enhancement Techniques #Video Surveillance and Tracking Methods
  21. Teach CLIP to Develop a Number Sense for Ordinal Regression
    2024/08/07 by Yao Du, Du, Yao, Q. Zhai +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Methods and Algorithms
  22. Towards Distribution-Agnostic Generalized Category Discovery
    2023/10/02 by Jianhong Bai, Zuozhu Liu, Bai, Jianhong +17 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  23. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes
    2017/09/21 by Xiaomeng Li, Hao Chen, Li, Xiaomeng +9 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
  24. Semi-supervised Skin Lesion Segmentation via Transformation Consistent Self-ensembling Model
    2018/08/12 by Xiaomeng Li, Lequan Yu, Li, Xiaomeng +7 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences
  25. Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment
    2021/12/22 by Weihang Dai, Dai, Weihang, Xiaomeng Li +6 · 2 citations
    Health Professions · Medicine · #Artificial Intelligence in Healthcare #Cardiovascular Function and Risk Factors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  26. AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography
    2020/05/05 by Huazhu Fu, Fei Li, Fu, Huazhu +47 · 1 citation
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glaucoma and retinal disorders #Retinal Diseases and Treatments #Retinal Imaging and Analysis
  27. Bat genomes illuminate adaptations to viral tolerance and disease resistance
    2025/01/29 by Ariadna E. Morales, Yue Dong, Tom Brown +31 · 2 voices · 3 citations
    Agricultural and Biological Sciences · Medicine · #Bat Biology and Ecology Studies #Viral Infections and Vectors #Viral Infections and Outbreaks Research
  28. Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation
    2021/12/06 by Jiacheng Wang, Xiaomeng Li, Wang, Jiacheng +8 · 1 citation
    Computer Science · Medicine · Physics and Astronomy · #Advanced Neural Network Applications #Advanced Radiotherapy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  29. Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos
    2022/10/20 by Weihang Dai, Dai, Weihang, Xiaomeng Li +5 · 2 citations
    Health Professions · Medicine · #Artificial Intelligence in Healthcare #Cardiac Valve Diseases and Treatments #Cardiovascular Function and Risk Factors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images
    2024/12/12 by Lehan Wang, Chongchong Qi, Wang, Lehan +11 · 2 citations
    Medicine · Computer Science · #Retinal Imaging and Analysis #Retinal and Optic Conditions #Digital Imaging for Blood Diseases
  31. Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images
    2022/06/14 by Yi Li, Li, Yi, Yiduo Yu +7 · 1 citation
    Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  32. PaMi-VDPO: Mitigating Video Hallucinations by Prompt-Aware Multi-Instance Video Preference Learning
    2025/04/08 by X.T. Ding, Ding, Xinpeng, Kui Zhang +9 · 3 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  33. Exploring Visual Interpretability for Contrastive Language-Image Pre-training
    2022/09/15 by Yi Li, Hualiang Wang, Li, Yi +7 · 1 citation
    Computer Science · Medicine · #54H30 (Secondary) #65D19 (Primary) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.4.0 #I.4.10 #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  34. CardiacNet: Learning to Reconstruct Abnormalities for Cardiac Disease Assessment from Echocardiogram Videos
    2024/10/28 by Jiewen Yang, Yiqun Lin, Yang, Jiewen +9 · 3 citations
    Medicine · #COVID-19 diagnosis using AI
  35. FSDiffReg: Feature-wise and Score-wise Diffusion-guided Unsupervised Deformable Image Registration for Cardiac Images
    2023/07/22 by Yi Qin, Qin, Yi, Xiaomeng Li +1 · 1 citation
    Computer Science · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
  36. Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction
    2024/07/01 by Yiqun Lin, Hualiang Wang, Lin, Yiqun +5 · 2 citations
    Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiation Dose and Imaging #electronic engineering #information engineering
  37. UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation
    2025/05/15 by Yi Li, Haonan Wang, Li, Yi +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
  38. An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis
    2024/07/03 by Marawan Elbatel, Konstantinos Kamnitsas, Elbatel, Marawan +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Neural Networks and Applications
  39. Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
    2024/10/24 by Lehan Wang, Haonan Wang, Wang, Lehan +11 · 2 citations
    Computer Science · #Topic Modeling
  40. Collaborative Knowledge Fusion: A Novel Approach for Multi-task Recommender Systems via LLMs
    2024/10/28 by Chuang Zhao, Zhao, Chuang, Xing Su +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Semantic Web and Ontologies #Topic Modeling
  41. Beyond Frame Selection: Generative Latent Evidence Aggregation for Long-Video Understanding
    2026/07/30 by Bowen Liu, Shuning Wang, Xinpeng Ding +3
    Computer Science · #cs.CV
  42. SecRespond: Benchmarking AI Agents for Real-World Post-Compromise Incident Response
    2026/07/29 by Lehan Wang, Boli Chen, Ruixue Ding +7
    Computer Science · #cs.CR #cs.AI #cs.CL
  43. The Devil is in the Dark Pixels: Toward Brightness Bias-Robust Denoising
    2026/07/15 by Sungjun Cho, Zhuangzhuang Chen, Xiaomeng Li
    #cs.CV