Benjamin Billot
9 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)
🧭
Keyword Pioneer
🏆
Keyword Champion
(3)
🚀
Conference Pioneer
Conferences
MIDL (4)
MICCAI (3)
ICLR (1)
WACV (1)
Top co-authors
Keywords
biomedical imaging
(3)
synthetic data generation
(2)
domain adaptation
(1)
data augmentation
(1)
image synthesis
(1)
instance segmentation
(1)
domain randomization
(1)
generative adversarial network
(1)
3d segmentation
(1)
capsule network
(1)
brain mri
(1)
mri segmentation
(1)
neural tracking
(1)
contrast-agnostic segmentation
(1)
bayesian segmentation
(1)
synthetic environment
(1)
star-convex shape
(1)
deep reinforcement learning
(1)
subpixel tracking
(1)
domain generalization
(1)
Papers
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
ICLR 2025
Fetuses Made Simple: Modeling and Tracking of Fetal Shape and Pose
MICCAI 2025
Robust Fetal Pose Estimation across Gestational Ages via Cross-Population Augmentation
MICCAI 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration
MICCAI 2025
AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation
WACV 2024
Network conditioning for synergistic learning on partial annotations
MIDL 2024
A Learning Strategy for Contrast-agnostic MRI Segmentation
MIDL 2020
Image Synthesis with a Convolutional Capsule Generative Adversarial Network
MIDL 2019
Deep Reinforcement Learning for Subpixel Neural Tracking
MIDL 2019