Zalan Fabian

According to our database, Zalan Fabian authored at least 21 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Hyperphantasia: A Benchmark for Evaluating the Mental Visualization Capabilities of Multimodal LLMs.

Mohammad Shahab Sepehri, Berk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi

CoRR, July, 2025

ConceptMix++: Leveling the Playing Field in Text-to-Image Benchmarking via Iterative Prompt Optimization.

Haosheng Gan, Berk Tinaz, Mohammad Shahab Sepehri, Zalan Fabian, Mahdi Soltanolkotabi

CoRR, July, 2025

Emergence and Evolution of Interpretable Concepts in Diffusion Models.

Berk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi

CoRR, April, 2025

MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models.

Mohammad Shahab Sepehri, Zalan Fabian, Maryam Soltanolkotabi, Mahdi Soltanolkotabi

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models.

Erum Mushtaq, Zalan Fabian, Yavuz Faruk Bakman, Anil Ramakrishna, Mahdi Soltanolkotabi, Salman Avestimehr

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models.

Mohammad Shahab Sepehri, Zalan Fabian, Mahdi Soltanolkotabi

CoRR, 2024

DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency.

Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models.

Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi

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.

Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr

Trans. Mach. Learn. Res., 2023

Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images.

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

CoRR, 2023

Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory.

Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr

CoRR, 2023

A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks.

Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr

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.

Zalan Fabian, Mahdi Soltanolkotabi

CoRR, 2022

HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction.

Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi

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.

Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi

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.

Seyed Mohammadreza Mousavi Kalan, Zalan Fabian, Salman Avestimehr, Mahdi Soltanolkotabi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow.

Zalan Fabian, Justin P. Haldar, Richard M. Leahy, Mahdi Soltanolkotabi

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian.

Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi

CoRR, 2019

Generalization, Adaptation and Low-Rank Representation in Neural Networks.

Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi

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.

Zalan Fabian, Se Young Yoon

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.

Zalan Fabian, Se Young Yoon

Proceedings of the 55th IEEE Conference on Decision and Control, 2016