Zalan Fabian
According to our database1,
Zalan Fabian
authored at least 17 papers
between 2016 and 2024.
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Bibliography
2024
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models.
CoRR, 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models.
CoRR, 2024
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-scale Neural Network Optimization.
Trans. Mach. Learn. Res., 2023
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images.
CoRR, 2023
Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory.
CoRR, 2023
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction.
CoRR, 2022
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Data augmentation for deep learning based accelerated MRI reconstruction with limited data.
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian.
CoRR, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2017
Coordination of balanced leader-follower swarms with time-varying social potential functions.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
Coordination of multi-agent leader-follower system with time-varying objective function.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016