Stefanie Speidel
6 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)
👥
Mega-Team · Civilization
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The Questioner
Venues
Top co-authors
Research topics
Keywords
data augmentation
(2)
image segmentation
(1)
vision transformer
(1)
multi-task learning
(1)
neural rendering
(1)
sharpness-aware minimization
(1)
image analysis
(1)
biomedical imaging
(1)
view consistency
(1)
diffusion model
(1)
data heterogeneity
(1)
masked autoencoder
(1)
unpaired learning
(1)
image composition
(1)
video translation
(1)
surgical scene segmentation
(1)
anatomy-aware generation
(1)
multi-stage pipeline
(1)
surgical scene
(1)
endoscopic image
(1)
Papers
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections
MIDL 2026
Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models
WACV 2025
Mission Balance: Generating Under-represented Class Samples using Video Diffusion Models
MICCAI 2025
T2GS: Comprehensive Reconstruction of Dynamic Surgical Scenes with Gaussian Splatting
MICCAI 2025
Why Is the Winner the Best?
CVPR 2023
Long-Term Temporally Consistent Unpaired Video Translation From Simulated Surgical 3D Data
ICCV 2021