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Nicolas Padoy

18 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

MICCAI ×11CVPR ×3AAAI ×2ICCV ×1NeurIPS ×1

Frequent coauthors

Vinkle Srivastav
×11
Kun Yuan
×9
Nassir Navab
×7
Long Bai
×3
Hongliang Ren
×3
Joël L. Lavanchy
×3
Pietro Mascagni
×3
Shi Li
×2
Britty Baby
×2
Chinedu Innocent Nwoye
×2
Farahdiba Zarin
×2
Keqi Chen
×2

Papers

  1. Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion
    AAAI 2026 ·
    Meng Wei
    ,
    Kun Yuan
    ,
    Shi Li
    ,
    Yue Zhou
    ,
    Long Bai
    ,
    Nassir Navab
    ,
    Hongliang Ren
    ,
    Hong Joo Lee
    ,
    Tom Vercauteren
    , Nicolas Padoy
  2. Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision
    MICCAI 2025 ·
    Soham Walimbe
    ,
    Britty Baby
    ,
    Vinkle Srivastav
    , Nicolas Padoy
  3. CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools
    CVPR 2025 ·
    Chinedu Innocent Nwoye
    ,
    Kareem Elgohary
    ,
    Anvita Srinivas
    ,
    Fauzan Zaid
    ,
    Joël L. Lavanchy
    , Nicolas Padoy
  4. End-to-End Learning of Multi-organ Implicit Surfaces from 3D Medical Imaging Data
    MICCAI 2025 ·
    Farahdiba Zarin
    , Nicolas Padoy,
    Jérémy Dana
    ,
    Vinkle Srivastav
  5. Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery
    MICCAI 2025 ·
    Rupak Bose
    ,
    Chinedu Innocent Nwoye
    ,
    Jorge F. Lazo
    ,
    Joël L. Lavanchy
    , Nicolas Padoy
  6. Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer Assessment
    MICCAI 2025 ·
    Farahdiba Zarin
    ,
    Riccardo Oliva
    ,
    Vinkle Srivastav
    ,
    Armine Vardazaryan
    ,
    Andrea Rosati
    ,
    Alice Zampolini Faustini
    ,
    Giovanni Scambia
    ,
    Anna Fagotti
    ,
    Pietro Mascagni
    , Nicolas Padoy
  7. Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes
    CVPR 2025 ·
    Keqi Chen
    ,
    Vinkle Srivastav
    ,
    Didier Mutter
    , Nicolas Padoy
  8. Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment
    AAAI 2025 ·
    Yaling Shen
    ,
    Zhixiong Zhuang
    ,
    Kun Yuan
    ,
    Maria-Irina Nicolae
    ,
    Nassir Navab
    , Nicolas Padoy,
    Mario Fritz
  9. Multi-modal Representations for Fine-Grained Multi-Label Critical View of Safety Recognition
    MICCAI 2025 ·
    Britty Baby
    ,
    Vinkle Srivastav
    ,
    Pooja P. Jain
    ,
    Kun Yuan
    ,
    Pietro Mascagni
    , Nicolas Padoy
  10. OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
    ICCV 2025 ·
    Ming Hu
    ,
    Kun Yuan
    ,
    Yaling Shen
    ,
    Feilong Tang
    ,
    Xiaohao Xu
    ,
    Lin Zhou
    ,
    Wei Li
    ,
    Ying Chen
    ,
    Zhongxing Xu
    ,
    Zelin Peng
    ,
    Siyuan Yan
    ,
    Vinkle Srivastav
    ,
    Diping Song
    ,
    Tianbin Li
    ,
    Danli Shi
    ,
    Jin Ye
    , Nicolas Padoy,
    Nassir Navab
    ,
    Junjun He
    ,
    Zongyuan Ge
  11. Recognizing Surgical Phases Anywhere: Few-Shot Test-Time Adaptation and Task-Graph Guided Refinement
    MICCAI 2025 ·
    Kun Yuan
    ,
    Tingxuan Chen
    ,
    Shi Li
    ,
    Joël L. Lavanchy
    ,
    Christian Heiliger
    ,
    Ege Özsoy
    ,
    Yiming Huang
    ,
    Long Bai
    ,
    Nassir Navab
    ,
    Vinkle Srivastav
    ,
    Hongliang Ren
    , Nicolas Padoy
  12. SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting
    MICCAI 2025 ·
    Yiming Huang
    ,
    Long Bai
    ,
    Beilei Cui
    ,
    Kun Yuan
    ,
    Guankun Wang
    ,
    Mobarak I. Hoque
    , Nicolas Padoy,
    Nassir Navab
    ,
    Hongliang Ren
  13. Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model
    MICCAI 2024 ·
    Diwei Wang
    ,
    Kun Yuan
    ,
    Candice Müller
    ,
    Frédéric Blanc
    , Nicolas Padoy,
    Hyewon Seo
  14. HecVL: Hierarchical Video-Language Pretraining for Zero-Shot Surgical Phase Recognition
    MICCAI 2024 ·
    Kun Yuan
    ,
    Vinkle Srivastav
    ,
    Nassir Navab
    , Nicolas Padoy
  15. Jumpstarting Surgical Computer Vision
    MICCAI 2024 ·
    Deepak Alapatt
    ,
    Aditya Murali
    ,
    Vinkle Srivastav
    ,
    Pietro Mascagni
    , Nicolas Padoy
  16. Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
    NeurIPS 2024 ·
    Kun Yuan
    ,
    Vinkle Srivastav
    ,
    Nassir Navab
    , Nicolas Padoy
  17. SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation
    CVPR 2024 ·
    Vinkle Srivastav
    ,
    Keqi Chen
    , Nicolas Padoy
  18. Towards Real-Time Intrahepatic Vessel Identification in Intraoperative Ultrasound-Guided Liver Surgery
    MICCAI 2024 ·
    Karl-Philippe Beaudet
    ,
    Alexandros Karargyris
    ,
    Sidaty El Hadramy
    ,
    Stéphane Cotin
    ,
    Jean-Paul Mazellier
    , Nicolas Padoy,
    Juan Verde