Zalan Fabian
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (13) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
β
The Questioner
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
inverse problem
(2)
catastrophic forgetting
(1)
transfer learning
(1)
image restoration
(1)
visual question answering
(1)
medical imaging
(1)
data augmentation
(1)
image reconstruction
(1)
denoising
(1)
class-incremental learning
(1)
data-free learning
(1)
deep learning
(1)
generalization error
(1)
autoencoders
(1)
generative model
(1)
diffusion model
(1)
minimax lower bound
(1)
convolutional neural network
(1)
counterfactual reasoning
(1)
multimodal large language model
(1)
Papers
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
ICLR 2025
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
ICML 2024
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency
ICML 2024
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
NeurIPS 2023
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction
NeurIPS 2022
Data augmentation for deep learning based accelerated MRI reconstruction with limited data
ICML 2021
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks
NeurIPS 2020