Jalali, Shirin

7 publications

NeurIPS 2025 Zero-Shot Denoising via Neural Compression: Theoretical and Algorithmic Framework Ali Zafari, Xi Chen, Shirin Jalali

ICML 2024 Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise Xi Chen, Zhewen Hou, Christopher Metzler, Arian Maleki, Shirin Jalali

NeurIPS 2024 Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms Mengyu Zhao, Xi Chen, Xin Yuan, Shirin Jalali

NeurIPSW 2023 Multilook Compressive Sensing in the Presence of Speckle Noise Xi Chen, Zhewen Hou, Christopher Metzler, Arian Maleki, Shirin Jalali

NeurIPSW 2019 Auto-Encoders for Compressed Sensing Pei Peng, Shirin Jalali, Xin Yuan

NeurIPS 2019 Efficient Deep Approximation of GMMs Shirin Jalali, Carl Nuzman, Iraj Saniee

AISTATS 2019 Towards Clustering High-Dimensional Gaussian Mixture Clouds in Linear Running Time Dan Kushnir, Shirin Jalali, Iraj Saniee