Adrian V Dalca
6 papers · 2022–2025 · 2 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
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Domain-Specific
(4)
Deep Learning
(3)
Architectures
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
image registration
(2)
brain imaging
(2)
contrastive learning
(1)
semi-supervised learning
(1)
domain generalization
(1)
model architecture
(1)
graph convolution
(1)
mesh reconstruction
(1)
few-shot segmentation
(1)
keypoint detection
(1)
neural network
(1)
rigid motion
(1)
cortical surface reconstruction
(1)
volumetric imaging
(1)
cortical surface
(1)
multimodal imaging
(1)
k-space reconstruction
(1)
mri motion correction
(1)
topology correction
(1)
affine registration
(1)
Papers
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
ICLR 2025
Magnitude Invariant Parametrizations Improve Hypernetwork Learning
ICLR 2024
Data Consistent Deep Rigid MRI Motion Correction
MIDL 2023
Joint cortical registration of geometry and function using semi-supervised learning
MIDL 2023
KeyMorph: Robust Multi-modal Affine Registration via Unsupervised Keypoint Detection
MIDL 2022
TopoFit: Rapid Reconstruction of Topologically-Correct Cortical Surfaces
MIDL 2022