| Generalization guarantees for neural networks via harnessing the low-rank structure of the jacobian S Oymak, Z Fabian, M Li, M Soltanolkotabi arXiv preprint arXiv:1906.05392, 2019 | 71 | 2019 |
| Data augmentation for deep learning based accelerated MRI reconstruction with limited data Z Fabian, R Heckel, M Soltanolkotabi International Conference on Machine Learning, 3057-3067, 2021 | 60 | 2021 |
| Minimax lower bounds for transfer learning with linear and one-hidden layer neural networks M Mousavi Kalan, Z Fabian, S Avestimehr, M Soltanolkotabi Advances in Neural Information Processing Systems 33, 1959-1969, 2020 | 36 | 2020 |
| Humus-net: Hybrid unrolled multi-scale network architecture for accelerated mri reconstruction Z Fabian, B Tinaz, M Soltanolkotabi Advances in Neural Information Processing Systems 35, 25306-25319, 2022 | 26 | 2022 |
| Coordination of multi-agent leader-follower system with time-varying objective function Z Fabian, SY Yoon 2016 IEEE 55th Conference on Decision and Control (CDC), 69-74, 2016 | 8 | 2016 |
| Diracdiffusion: Denoising and incremental reconstruction with assured data-consistency Z Fabian, B Tinaz, M Soltanolkotabi arXiv preprint arXiv:2303.14353, 2023 | 6 | 2023 |
| 3d phase retrieval at nano-scale via accelerated wirtinger flow Z Fabian, J Haldar, R Leahy, M Soltanolkotabi 2020 28th European Signal Processing Conference (EUSIPCO), 2080-2084, 2021 | 5 | 2021 |
| Generalization, adaptation and low-rank representation in neural networks S Oymak, Z Fabian, M Li, M Soltanolkotabi 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 581-585, 2019 | 5 | 2019 |
| Multimodal foundation models for zero-shot animal species recognition in camera trap images Z Fabian, Z Miao, C Li, Y Zhang, Z Liu, A Hernández, A Montes-Rojas, ... arXiv preprint arXiv:2311.01064, 2023 | 2 | 2023 |
| mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization Y Niu, Z Fabian, S Lee, M Soltanolkotabi, S Avestimehr arXiv preprint arXiv:2307.13744, 2023 | 2 | 2023 |
| Coordination of balanced leader-follower swarms with time-varying social potential functions Z Fabian, SY Yoon 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 1008-1013, 2017 | 2 | 2017 |
| Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models MS Sepehri, Z Fabian, M Soltanolkotabi arXiv preprint arXiv:2403.17902, 2024 | 1 | 2024 |
| A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks S Babakniya, Z Fabian, C He, M Soltanolkotabi, S Avestimehr Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models M Shahab Sepehri, Z Fabian, M Soltanolkotabi arXiv e-prints, arXiv: 2403.17902, 2024 | | 2024 |
| Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition Z Fabian, Z Miao, C Li, Y Zhang, Z Liu, A Hernandez, P Arbelaez, A Link, ... NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following, 2023 | | 2023 |
| Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models Z Fabian, B Tinaz, M Soltanolkotabi arXiv preprint arXiv:2309.06642, 2023 | | 2023 |
| Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory S Babakniya, Z Fabian, C He, M Soltanolkotabi, S Avestimehr arXiv preprint arXiv:2307.00497, 2023 | | 2023 |
| SLIM-QN: A Stochastic, Light, Momentumized Quasi-Newton Optimizer for Deep Neural Networks Y Niu, Z Fabian, S Lee, M Soltanolkotabi, S Avestimehr | | 2021 |
| Data augmentation for deep learning based accelerated MRI reconstruction Z Fabian, R Heckel, M Soltanolkotabi | | 2020 |
| Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks S Mohammadreza Mousavi Kalan, Z Fabian, A Salman Avestimehr, ... arXiv e-prints, arXiv: 2006.10581, 2020 | | 2020 |
