Ivan Ezhov
10 papers · 2020–2026 · 6 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
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π₯ Mega-Team Β· Civilization
π₯
Mega-Team Β· Civilization
ποΈ
Keyword Collector
(55)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(6)
Computer Vision
(5)
Healthcare & Medicine
(5)
Application Areas
(4)
Clinical
(4)
Domain-Specific
(4)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Techniques
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory
(2)
Keywords
medical imaging
(5)
image segmentation
(3)
biomedical image analysis
(2)
gradient-based optimization
(2)
biomedical imaging
(2)
data augmentation
(2)
image analysis
(1)
image synthesis
(1)
domain adaptation
(1)
generative adversarial network
(1)
image generation
(1)
class imbalance
(1)
object detection
(1)
inverse problem
(1)
generative model
(1)
uncertainty quantification
(1)
physics-informed neural network
(1)
partial differential equation
(1)
multi-task learning
(1)
semantic segmentation
(1)
Papers
Brain Tumor Growth Inversion via Differentiable Neural Surrogates
MIDL 2026
MultiOrg: A Multi-rater Organoid-detection Dataset
NeurIPS 2024
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization
NeurIPS 2024
A Skeletonization Algorithm for Gradient-Based Optimization
ICCV 2023
Vesselformer: Towards Complete 3D Vessel Graph Generation from Images
MIDL 2023
Why Is the Winner the Best?
CVPR 2023
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy
WACV 2022
Relationformer: A Unified Framework for Image-to-Graph Generation
ECCV 2022
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation
CVPR 2021
Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective.
MIDL 2020