Zalan Fabian
University of Southern California
H-index: 5
North America-United States
Top articles of Zalan Fabian
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models
arXiv preprint arXiv:2403.17902
2024/3/26
Zalan Fabian
H-Index: 2
Mahdi Soltanolkotabi
H-Index: 25
A Data-Free Approach to Mitigate Catastrophic Forgetting in Federated Class Incremental Learning for Vision Tasks
Advances in Neural Information Processing Systems
2024/2/13
Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition
2023/11/26
Multimodal foundation models for zero-shot animal species recognition in camera trap images
arXiv preprint arXiv:2311.01064
2023/11/2
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
arXiv preprint arXiv:2309.06642
2023/9/12
mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization
arXiv preprint arXiv:2307.13744
2023/7/25
Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory
arXiv preprint arXiv:2307.00497
2023/7/2
Diracdiffusion: Denoising and incremental reconstruction with assured data-consistency
arXiv preprint arXiv:2303.14353
2023/3/25
Humus-net: Hybrid unrolled multi-scale network architecture for accelerated mri reconstruction
Advances in Neural Information Processing Systems
2022/12/6
SLIM-QN: A Stochastic, Light, Momentumized Quasi-Newton Optimizer for Deep Neural Networks
2021/10/6
Data augmentation for deep learning based accelerated MRI reconstruction with limited data
2021/7/1
Zalan Fabian
H-Index: 2
Mahdi Soltanolkotabi
H-Index: 25
3d phase retrieval at nano-scale via accelerated wirtinger flow
2021/1/18
Zalan Fabian
H-Index: 2
Mahdi Soltanolkotabi
H-Index: 25
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks
arXiv e-prints
2020/6
Zalan Fabian
H-Index: 2
Mahdi Soltanolkotabi
H-Index: 25
