Ghassan Hamarneh
11 papers · 2013–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half
π
Conference Pioneer
β
The Questioner
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(3)
Computer Vision
(3)
Application Areas
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Techniques
(3)
Analysis
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types Β· Deep Learning
(1)
Keywords
feature learning
(3)
representation learning
(2)
domain generalization
(2)
image segmentation
(2)
multimodal learning
(1)
few-shot learning
(1)
image classification
(1)
adversarial perturbation
(1)
video segmentation
(1)
medical imaging
(1)
diffusion model
(1)
explainable ai
(1)
object tracking
(1)
feature attribution
(1)
selective classification
(1)
mahalanobis distance
(1)
convex optimization
(1)
convolutional neural network
(1)
shortcut learning
(1)
unsupervised learning
(1)
Papers
Debiasify: Self-Distillation for Unsupervised Bias Mitigation
WACV 2025
SMITE: Segment Me In TimE
ICLR 2025
AFreeCA: Annotation-Free Counting for All
ECCV 2024
BiasPruner: Debiased Continual Learning for Medical Image Classification
MICCAI 2024
SLiMe: Segment Like Me
ICLR 2024
TrIND: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields
MICCAI 2024
BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features
CVPR 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements?
AAAI 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
NeurIPS 2022
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations
CVPR 2019
Bounded Labeling Function for Global Segmentation of Multi-part Objects with Geometric Constraints
ICCV 2013