Neel Dey
13 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (63)
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Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Computer Vision
(8)
Deep Learning
(7)
Domain-Specific
(7)
Learning Types · Machine Learning
(7)
Architectures
(6)
Artificial Intelligence
(4)
Healthcare & Medicine
(3)
Clinical
(3)
Learning Paradigms
(3)
Optimization & Theory
(3)
Analysis
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Keywords
self-supervised learning
(3)
medical imaging
(3)
diffusion mri
(2)
equivariant network
(2)
neural network
(2)
representation learning
(2)
brain imaging
(1)
pose estimation
(1)
contrastive learning
(1)
domain randomization
(1)
synthetic data generation
(1)
image registration
(1)
instance segmentation
(1)
biomedical imaging
(1)
domain generalization
(1)
differentiable rendering
(1)
3d segmentation
(1)
generative adversarial network
(1)
graph convolution
(1)
spatio-temporal learning
(1)
Papers
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
ICLR 2025
MultiMorph: On-demand Atlas Construction
CVPR 2025
Robust Fetal Pose Estimation across Gestational Ages via Cross-Population Augmentation
MICCAI 2025
AnyStar: Domain Randomized Universal Star-Convex 3D Instance Segmentation
WACV 2024
Equivariant spatio-hemispherical networks for diffusion MRI deconvolution
NeurIPS 2024
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering
CVPR 2024
Network conditioning for synergistic learning on partial annotations
MIDL 2024
Data Consistent Deep Rigid MRI Motion Correction
MIDL 2023
DSFormer: A Dual-Domain Self-Supervised Transformer for Accelerated Multi-Contrast MRI Reconstruction
WACV 2023
E(3) x SO(3)-Equivariant Networks for Spherical Deconvolution in Diffusion MRI
MIDL 2023
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
NeurIPS 2022
Generative Adversarial Registration for Improved Conditional Deformable Templates
ICCV 2021
Group Equivariant Generative Adversarial Networks
ICLR 2021