Gregor Köhler
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🐣
Hot Topic Early Bird
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(3)
Healthcare & Medicine
(2)
Analysis
(2)
Architectures
(2)
Clinical
(2)
Optimization & Theory
(2)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Processing
(1)
Keywords
medical image segmentation
(2)
image retrieval
(1)
function approximation
(1)
self-supervised learning
(1)
conditional generation
(1)
deep learning
(1)
iterative refinement
(1)
gaussian process
(1)
time series
(1)
semantic similarity
(1)
convolutional neural network
(1)
pretraining dataset
(1)
representational similarity
(1)
neural process
(1)
latent feature recycling
(1)
3d medical imaging
(1)
brain mri
(1)
volumetric analysis
(1)
spatial invariance
(1)
neural network
(1)
Papers
An OpenMind for 3D Medical Vision Self-supervised Learning
ICCV 2025
Decoupling Semantic Similarity from Spatial Alignment for Neural Networks.
NeurIPS 2024
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement
WACV 2024
GP-ConvCNP: Better generalization for conditional convolutional Neural Processes on time series data
UAI 2021