Zalan Fabian - RankMe

30 papers A* 7Misc 1Journal 18Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ConceptMix++: Leveling the Playing Field in Text-to-Image Benchmarking via Iterative Prompt Optimization. CoRR Haosheng Gan, Berk Tinaz, Mohammad Shahab Sepehri, Zalan Fabian, Mahdi Soltanolkotabi
2025	J	`jnl`	Emergence and Evolution of Interpretable Concepts in Diffusion Models. CoRR Berk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi
2025	—	`conf`	HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models. CVPR Workshops Erum Mushtaq, Zalan Fabian, Yavuz Faruk Bakman, Anil Ramakrishna, Mahdi Soltanolkotabi, Salman Avestimehr
2025	J	`jnl`	HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models. CoRR Erum Mushtaq, Zalan Fabian, Yavuz Faruk Bakman, Anil Ramakrishna, Mahdi Soltanolkotabi, Salman Avestimehr
2025	J	`jnl`	Hyperphantasia: A Benchmark for Evaluating the Mental Visualization Capabilities of Multimodal LLMs. CoRR Mohammad Shahab Sepehri, Berk Tinaz, Zalan Fabian, Mahdi Soltanolkotabi
2025	A*	`conf`	MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models. ICLR Mohammad Shahab Sepehri, Zalan Fabian, Maryam Soltanolkotabi, Mahdi Soltanolkotabi
2024	A*	`conf`	Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models. ICML Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
2024	A*	`conf`	DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency. ICML Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
2024	J	`jnl`	MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models. CoRR Mohammad Shahab Sepehri, Zalan Fabian, Maryam Soltanolkotabi, Mahdi Soltanolkotabi
2024	J	`jnl`	Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models. CoRR Mohammad Shahab Sepehri, Zalan Fabian, Mahdi Soltanolkotabi
2023	A*	`conf`	A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks. NeurIPS Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr
2023	J	`jnl`	A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks. CoRR Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr
2023	J	`jnl`	Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models. CoRR Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
2023	J	`jnl`	DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency. CoRR Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
2023	J	`jnl`	Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory. CoRR Sara Babakniya, Zalan Fabian, Chaoyang He, Mahdi Soltanolkotabi, Salman Avestimehr
2023	J	`jnl`	Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images. CoRR 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 M. Lavista Ferres
2023	J	`jnl`	mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization. CoRR Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr
2023	J	`jnl`	mL-BFGS: A Momentum-based L-BFGS for Distributed Large-scale Neural Network Optimization. Trans. Mach. Learn. Res. Yue Niu, Zalan Fabian, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr
2022	A*	`conf`	HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction. NeurIPS Zalan Fabian, Berk Tinaz, Mahdi Soltanolkotabi
2022	J	`jnl`	HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction. CoRR Zalan Fabian, Mahdi Soltanolkotabi
2021	A*	`conf`	Data augmentation for deep learning based accelerated MRI reconstruction with limited data. ICML Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi
2021	J	`jnl`	Data augmentation for deep learning based accelerated MRI reconstruction with limited data. CoRR Zalan Fabian, Reinhard Heckel, Mahdi Soltanolkotabi
2020	—	`conf`	3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow. EUSIPCO Zalan Fabian, Justin P. Haldar, Richard M. Leahy, Mahdi Soltanolkotabi
2020	J	`jnl`	3D Phase Retrieval at Nano-Scale via Accelerated Wirtinger Flow. CoRR Zalan Fabian, Justin P. Haldar, Richard M. Leahy, Mahdi Soltanolkotabi
2020	A*	`conf`	Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks. NeurIPS Seyed Mohammadreza Mousavi Kalan, Zalan Fabian, Salman Avestimehr, Mahdi Soltanolkotabi
2020	J	`jnl`	Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks. CoRR Seyed Mohammadreza Mousavi Kalan, Zalan Fabian, Amir Salman Avestimehr, Mahdi Soltanolkotabi
2019	J	`jnl`	Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian. CoRR Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi
2019	Misc	`conf`	Generalization, Adaptation and Low-Rank Representation in Neural Networks. ACSSC Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi
2017	—	`conf`	Coordination of balanced leader-follower swarms with time-varying social potential functions. CDC Zalan Fabian, Se Young Yoon
2016	—	`conf`	Coordination of multi-agent leader-follower system with time-varying objective function. CDC Zalan Fabian, Se Young Yoon