Zalan Fabian
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (5) 🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge
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Unstoppable
(6)
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The Questioner
Conferences
ICML (3)
NIPS (3)
ICLR (1)
Top co-authors
Keywords
federated learning
(1)
catastrophic forgetting
(1)
transfer learning
(1)
image restoration
(1)
medical imaging
(1)
data augmentation
(1)
image reconstruction
(1)
data-free learning
(1)
deep learning
(1)
generalization error
(1)
generative model
(1)
minimax lower bound
(1)
convolutional neural network
(1)
transformer block
(1)
class incremental learning
(1)
multi-scale feature extraction
(1)
ill-posed inverse problem
(1)
mri reconstruction
(1)
neural network
(1)
accelerated mri
(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
NIPS 2023
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction
NIPS 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
NIPS 2020