Tassilo Wald
10 papers · 2024–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏆 Keyword Champion (2)
👥
Mega-Team · Legion
🚀
Conference Pioneer
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(6)
Computer Vision
(5)
Deep Learning
(4)
Healthcare & Medicine
(4)
Analysis
(4)
Clinical
(4)
Architectures
(3)
Domain-Specific
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Core Methods
(2)
Processing
(2)
Application Areas
(1)
Core AI
(1)
Keywords
medical image segmentation
(4)
3d medical imaging
(3)
brain mri
(2)
representational similarity
(2)
self-supervised learning
(2)
image retrieval
(1)
transfer learning
(1)
semantic segmentation
(1)
deep learning
(1)
similarity measure
(1)
out-of-distribution generalization
(1)
lesion segmentation
(1)
iterative refinement
(1)
semantic similarity
(1)
domain generalization
(1)
computed tomography
(1)
pretraining dataset
(1)
medical imaging
(1)
masked autoencoder
(1)
3d segmentation
(1)
Papers
An OpenMind for 3D Medical Vision Self-supervised Learning
ICCV 2025
LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging
CVPR 2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures
ICLR 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation
CVPR 2025
The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection
MICCAI 2025
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
NeurIPS 2024
nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation
MICCAI 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
ECCV 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NeurIPS 2024