Nicolas Padoy
21 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Research topics
Computer Vision
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Artificial Intelligence
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Deep Learning
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Core AI
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Healthcare & Medicine
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Optimization & Theory
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Keywords
self-supervised learning
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vision-language pre-training
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embedding space
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human pose estimation
(1)
data augmentation
(1)
multimodal learning
(1)
person re-identification
(1)
biomedical imaging
(1)
zero-shot transfer
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cross-view matching
(1)
3d pose estimation
(1)
multi-view learning
(1)
multi-object tracking
(1)
dynamic time warping
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image analysis
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3d vision
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outliers
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black-box attack
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video segmentation
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multi-task learning
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Papers
From Panel to Pixel: Zoom-In Vision-Language Pretraining from Biomedical Scientific Literature
CVPR 2026
Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion
AAAI 2026
Adaptation of Multi-modal Representation Models for Multi-task Surgical Computer Vision
MICCAI 2025
CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools
CVPR 2025
Feature Mixing Approach for Detecting Intraoperative Adverse Events in Laparoscopic Roux-en-Y Gastric Bypass Surgery
MICCAI 2025
Learning from Sparse Point Labels for Dense Carcinosis Localization in Advanced Ovarian Cancer Assessment
MICCAI 2025
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes
CVPR 2025
Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment
AAAI 2025
Multi-modal Representations for Fine-grained Multi-label Critical View of Safety Recognition
MICCAI 2025
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement
MICCAI 2025
SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting
MICCAI 2025
Distance-Aware Non-IID Federated Learning for Generalization and Personalization in Medical Imaging Segmentation
MIDL 2024
Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model
MICCAI 2024
HecVL: Hierarchical Video-Language Pretraining for Zero-shot Surgical Phase Recognition
MICCAI 2024
Jumpstarting Surgical Computer Vision
MICCAI 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation
NeurIPS 2024
SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation
CVPR 2024
Towards Real-time Intrahepatic Vessel Identification in Intraoperative Ultrasound-Guided Liver Surgery
MICCAI 2024
ST(OR)$^2$: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room
MIDL 2023
Why Is the Winner the Best?
CVPR 2023