Nicolas Padoy

Venues

Frequent coauthors

Papers

1. Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion
   AAAI 2026 ·

   Meng Wei

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2. Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision
   MICCAI 2025 ·

   Soham Walimbe

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3. CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools
   CVPR 2025 ·

   Chinedu Innocent Nwoye

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4. End-to-End Learning of Multi-organ Implicit Surfaces from 3D Medical Imaging Data
   MICCAI 2025 ·

   Farahdiba Zarin

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5. Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery
   MICCAI 2025 ·

   Rupak Bose

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6. Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer Assessment
   MICCAI 2025 ·

   Farahdiba Zarin

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7. Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes
   CVPR 2025 ·

   Keqi Chen

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8. Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment
   AAAI 2025 ·

   Yaling Shen

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9. Multi-modal Representations for Fine-Grained Multi-Label Critical View of Safety Recognition
   MICCAI 2025 ·

   Britty Baby

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10. OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
    ICCV 2025 ·

    Ming Hu

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11. Recognizing Surgical Phases Anywhere: Few-Shot Test-Time Adaptation and Task-Graph Guided Refinement
    MICCAI 2025 ·

    Kun Yuan

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12. SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting
    MICCAI 2025 ·

    Yiming Huang

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13. Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model
    MICCAI 2024 ·

    Diwei Wang

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14. HecVL: Hierarchical Video-Language Pretraining for Zero-Shot Surgical Phase Recognition
    MICCAI 2024 ·

    Kun Yuan

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15. Jumpstarting Surgical Computer Vision
    MICCAI 2024 ·

    Deepak Alapatt

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16. Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
    NeurIPS 2024 ·

    Kun Yuan

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17. SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation
    CVPR 2024 ·

    Vinkle Srivastav

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18. Towards Real-Time Intrahepatic Vessel Identification in Intraoperative Ultrasound-Guided Liver Surgery
    MICCAI 2024 ·

    Karl-Philippe Beaudet

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