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ORCIDZalan Fabian
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2020 – today
- 2024
[c10]Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi:
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models. ICML 2024- [c9]Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi:
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency. ICML 2024 - [i13]Mohammad Shahab Sepehri, Zalan Fabian, Mahdi Soltanolkotabi:
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models. CoRR abs/2403.17902 (2024) - [i12]Mohammad Shahab Sepehri, Zalan Fabian, Maryam Soltanolkotabi, Mahdi Soltanolkotabi:
MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models. CoRR abs/2409.15477 (2024) - 2023
- [j1]Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr:
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-scale Neural Network Optimization. Trans. Mach. Learn. Res. 2023 (2023) - [c8]Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr:
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks. NeurIPS 2023 - [i11]Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
:
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency. CoRR abs/2303.14353 (2023) - [i10]Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr:
Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory. CoRR abs/2307.00497 (2023) - [i9]Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr:
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization. CoRR abs/2307.13744 (2023) - [i8]Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi:
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models. CoRR abs/2309.06642 (2023) - [i7]Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan Lavista Ferres:
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images. CoRR abs/2311.01064 (2023) - [i6]Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr:
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks. CoRR abs/2311.07784 (2023) - 2022
- [c7]Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi:
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction. NeurIPS 2022 - [i5]Zalan Fabian, Mahdi Soltanolkotabi:
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction. CoRR abs/2203.08213 (2022) - 2021
- [c6]Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi:
Data augmentation for deep learning based accelerated MRI reconstruction with limited data. ICML 2021: 3057-3067 - [i4]Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi:
Data augmentation for deep learning based accelerated MRI reconstruction with limited data. CoRR abs/2106.14947 (2021) - 2020
- [c5]Zalan Fabian, Justin P. Haldar, Richard M. Leahy, Mahdi Soltanolkotabi:
3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow. EUSIPCO 2020: 2080-2084 - [c4]Seyed Mohammadreza Mousavi Kalan, Zalan Fabian, Salman Avestimehr, Mahdi Soltanolkotabi:
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks. NeurIPS 2020 - [i3]Zalan Fabian, Justin P. Haldar, Richard M. Leahy, Mahdi Soltanolkotabi:
3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow. CoRR abs/2002.11785 (2020) - [i2]Seyed Mohammadreza Mousavi Kalan, Zalan Fabian, Amir Salman Avestimehr, Mahdi Soltanolkotabi:
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks. CoRR abs/2006.10581 (2020)
2010 – 2019
- 2019
- [c3]Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi:
Generalization, Adaptation and Low-Rank Representation in Neural Networks. ACSSC 2019: 581-585 - [i1]Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi:
Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian. CoRR abs/1906.05392 (2019) - 2017
- [c2]Zalan Fabian, Se Young Yoon:
Coordination of balanced leader-follower swarms with time-varying social potential functions. CDC 2017: 1008-1013 - 2016
- [c1]Zalan Fabian, Se Young Yoon:
Coordination of multi-agent leader-follower system with time-varying objective function. CDC 2016: 69-74
Coauthor Index
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last updated on 2024-10-17 21:27 CEST by the dblp team
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