Tom Vercauteren
13 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Models
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Analysis
(2)
Architectures
(2)
Clinical
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
surgical instrument segmentation
(2)
surgical phase recognition
(2)
online learning
(1)
variational inference
(1)
sequence labeling
(1)
video segmentation
(1)
self-supervised learning
(1)
medical imaging
(1)
human-robot interaction
(1)
software framework
(1)
magnetic resonance imaging
(1)
convolutional neural network
(1)
deep neural network
(1)
foundation model
(1)
vision-language model
(1)
text prompt
(1)
real-time inference
(1)
endoscopic video
(1)
physics simulation
(1)
interactive segmentation
(1)
Papers
A Framework for Real-Time Surgical Phase Recognition with Application to Robot-Assisted Partial Nephrectomy
WACV 2026
LEMON: A Large Endoscopic MONocular Dataset and Foundation Model for Perception in Surgical Settings
CVPR 2026
Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion
AAAI 2026
Tree-based Semantic Losses: Application to Sparsely-supervised Large Multi-class Hyperspectral Segmentation
MICCAI 2025
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image Segmentation
MICCAI 2024
Label merge-and-split: A graph-colouring approach for memory-efficient brain parcellation
MICCAI 2024
Nonrigid Reconstruction of Freehand Ultrasound without a Tracker
MICCAI 2024
Transferring Relative Monocular Depth to Surgical Vision with Temporal Consistency
MICCAI 2024
Text Promptable Surgical Instrument Segmentation with Vision-Language Models
NeurIPS 2023
ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation
MIDL 2022
ROS-PyBullet Interface: A Framework for Reliable Contact Simulation and Human-Robot Interaction
CoRL 2022
Learning joint lesion and tissue segmentation from task-specific hetero-modal datasets
MIDL 2019
Refractive Structure-From-Motion Through a Flat Refractive Interface
ICCV 2017