Ghassan Hamarneh
11 papers · 2013–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (12) πΊοΈ Taxonomy Completionist (13)
π
Academic Marathon
(12)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π
Conference Pioneer
π
Century Club
(11)
β
The Questioner
Conferences
CVPR (2)
ICLR (2)
MICCAI (2)
AAAI (1)
ECCV (1)
ICCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
feature learning
(3)
domain generalization
(2)
representation learning
(2)
image segmentation
(1)
convex optimization
(1)
medical imaging
(1)
multi-modal learning
(1)
explainable ai
(1)
feature attribution
(1)
mahalanobis distance
(1)
selective classification
(1)
convolutional neural network
(1)
adversarial perturbation
(1)
bias mitigation
(1)
spurious correlation
(1)
model generalization
(1)
geometric constraint
(1)
explainable artificial intelligence
(1)
masking strategy
(1)
clinical decision support
(1)
Papers
SMITE: Segment Me In TimE
ICLR 2025
Debiasify: Self-Distillation for Unsupervised Bias Mitigation
WACV 2025
SLiMe: Segment Like Me
ICLR 2024
BiasPruner: Debiased Continual Learning for Medical Image Classification
MICCAI 2024
AFreeCA: Annotation-Free Counting for All
ECCV 2024
TrIND: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields
MICCAI 2024
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
NIPS 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements?
AAAI 2022
BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features
CVPR 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