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英文字典中文字典相关资料:


  • ICML Poster Disease-Centric Vision-Language Pretraining with Hybrid . . .
    Abstract Vision–language pre-training (VLP) holds great promise for general-purpose medical AI by leveraging radiology reports as rich textual supervision, yet existing methods struggle with 3D CT imaging due to inefficient visual backbones and coarse semantic alignment
  • Learning to Read Where to Look: Disease-Aware Vision–Language . . .
    We train a 3D CT VLM by combining contrastive pretraining on reports with prompt-based disease label training and snippet localization Our model achieves state-of-the-art retrieval and competitive disease classification on external benchmarks, demonstrating strong cross-dataset transfer
  • Welcome to my homepage! - GitHub Pages
    Classification of medical images in biomedical literature by jointly using deep and handcrafted visual features Jianpeng Zhang, Yong Xia, Yutong Xie, Michael Fulham, David Dagan Feng
  • MIN - SJTU
    Bowen Shi, W Cao, R Yuan, W Chang, Wenrui Dai, Hongkai Xiong, L Zhang, J Zhang, “ Disease-Centric Vision-Language Pretraining with Hybrid Visual Encoding for 3D
  • Learning to Read Where to Look: Disease-Aware Vision-Language . . .
    We train a 3D CT vision-language model on 98k report-volume pairs (50k patients) collected at a single hospital, combined with public datasets, using SigLIP-style contrastive pretraining together with prompt-based disease supervision in the shared vision-text embedding space
  • ICML 2026 Papers
    3D MeanFlow: One-Step Point Cloud Completion and Generation via Average-Velocity Transport When the Prompt Becomes Visual: Vision-Centric Jailbreak Attacks for Large Image Editing Models When Planning Fails Despite Correct Execution: On Epistemic Calibration for LLM-Based Multi-Agent Systems
  • RadFinder
    We train a 3D CT vision–language model on 98k report–volume pairs (50k patients) collected at a single hospital, combined with public datasets, using SigLIP-style contrastive pretraining together with prompt-based disease supervision in the shared vision–text embedding space
  • MIN - SJTU
    Xinyu Peng's paper was accepted by The IEEE CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026), Denver, Colorado, USA, June 2026 Towards Holistic Modeling for Video Frame
  • GitHub - StanfordMIMI Merlin: [Nature 2026] Merlin is a 3D VLM for . . .
    Merlin: A Computed Tomography Vision–Language Foundation Model and Dataset Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology reports for pretraining
  • 首篇！医学视觉语言预训练综述 - 知乎
    Medical Vision Language Pretraining: A survey 单位：NepAl, 罗切斯特理工学院等 论文： arxiv org abs 2312 0622 医学视觉语言预训练（VLP）最近成为解决医学领域标记数据稀缺问题的一种有前景的解决方案。





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