Zalan Fabian

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Incremental Learning

Diffusion Models

Top Venues

Publications

Mohammad Shahab Sepehri, Zalan Fabian, Mahdi Soltanolkotabi
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models. CoRR (2024)
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)
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 (2023)
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)
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 (2023)
Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr
Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory. CoRR (2023)
Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models. CoRR (2023)
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 (2023)
Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency. CoRR (2023)
Zalan Fabian, Mahdi Soltanolkotabi
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction. CoRR (2022)
Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction. NeurIPS (2022)
Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi
Data augmentation for deep learning based accelerated MRI reconstruction with limited data. CoRR (2021)
Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi
Data augmentation for deep learning based accelerated MRI reconstruction with limited data. ICML (2021)
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 (2020)
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)
Zalan Fabian, Justin P. Haldar, Richard M. Leahy, Mahdi Soltanolkotabi
3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow. CoRR (2020)
Zalan Fabian, Justin P. Haldar, Richard M. Leahy, Mahdi Soltanolkotabi
3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow. EUSIPCO (2020)
Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi
Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian. CoRR (2019)
Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi
Generalization, Adaptation and Low-Rank Representation in Neural Networks. ACSSC (2019)
Zalan Fabian, Se Young Yoon
Coordination of balanced leader-follower swarms with time-varying social potential functions. CDC (2017)
Zalan Fabian, Se Young Yoon
Coordination of multi-agent leader-follower system with time-varying objective function. CDC (2016)