MediConfusion: Can you trust your AI radiologist? Probing the reliability of multimodal medical foundation models
Sepehri, M. S., Fabian, Z., Soltanolkotabi, M., Soltanolkotabi, M., 2024, arXiv:2409.15477
Publications
New frontiers in AI for biodiversity research and conservation with multimodal language models
Zhongqi, M., Zhang, Y., Fabian, Z., Celis, A. H., Beery, S., Li, C., Liu, Z., Gupta, A., Nasir, M., Li, W., Holmberg, J., Palmer, M., Gaynor, K., Dodhia, R.,...
DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency
Fabian, Z., Tinaz, B. and Soltanolkotabi, M., ICML 2024
[Spotlight] Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
Fabian, Z., Tinaz, B. and Soltanolkotabi, M., ICML 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models
Sepehri, M. S., Fabian, Z., Soltanolkotabi, M., 2024, arXiv:2403.17902
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
Babakniya, S., Fabian, Z., He, C., Soltanolkotabi, M. and Avestimehr S., NeurIPS 2023
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
Fabian, Z., Miao, Z., Li, C., Zhang, Y., Liu, Z., Hernández, A., Montes-Rojas, A., Escucha, R., Siabatto, L., Link, A., Arbeláez, P., Dodhia, R., Ferres, J. ...
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-scale Neural Network Optimization
Niu, Y., Fabian Z., Lee, S., Soltanolkotabi, M. and Avestimehr S., TMLR 2023
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction
Fabian, Z., Tinaz, B. and Soltanolkotabi, M., NeurIPS 2022
[Spotlight] Data augmentation for deep learning based accelerated MRI reconstruction with limited data
Fabian, Z., Heckel, R. and Soltanolkotabi, M., ICML 2021
3D phase retrieval at nano-scale via accelerated Wirtinger flow
Fabian, Z., Haldar, J., Leahy, R. and Soltanolkotabi, M., EUSIPCO 2021
Minimax lower bounds for transfer learning with linear and one-hidden layer neural networks
Mousavi Kalan, M., Fabian, Z., Avestimehr, S. and Soltanolkotabi, M., NeurIPS 2020
Generalization, adaptation and low-rank representation in neural networks
Oymak, S., Fabian, Z., Li, M. and Soltanolkotabi, M., 2019. Asilomar Conference on Signals, Systems, and Computers
Generalization guarantees for neural networks via harnessing the low-rank structure of the Jacobian
Oymak, S., Fabian, Z., Li, M. and Soltanolkotabi, M., 2019. arXiv:1906.05392v2
Coordination of balanced leader-follower swarms with time-varying social potential functions
Fabian, Z. and Yoon, S.Y., CDC 2017
Coordination of multi-agent leader-follower system with time-varying objective function
Fabian, Z. and Yoon, S.Y., CDC 2016