| 2025 | ACSSC | Out-of-Distribution Detection via Uncertainty Quantification in Diffusion Models. | Shirin Shoushtari, Yi Wang, Ulugbek S. Kamilov |
| 2025 | CVPR | FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems. | Matthieu Terris, Ulugbek S. Kamilov, Thomas Moreau |
| 2025 | ICIP | Plug-and-Play Priors as a Score-Based Method. | Chicago Y. Park, Yuyang Hu, Michael T. McCann, Cristina Garcia-Cardona, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2025 | ICML | Stochastic Deep Restoration Priors for Imaging Inverse Problems. | Yuyang Hu, Albert Peng, Weijie Gan, Peyman Milanfar, Mauricio Delbracio, Ulugbek S. Kamilov |
| 2025 | WACV | FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. | Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Ulugbek S. Kamilov |
| 2024 | ICASSP | Parameter-Efficient Adaptation for Computational Imaging. | Nebiyou Yismaw, Ulugbek S. Kamilov, M. Salman Asif |
| 2024 | ICML | Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis. | Shirin Shoushtari, Jiaming Liu, Edward P. Chandler, M. Salman Asif, Ulugbek S. Kamilov |
| 2023 | ACSSC | Diffusion Models for Phase Retrieval in Computational Imaging. | Shirin Shoushtari, Jiaming Liu, Ulugbek S. Kamilov |
| 2023 | ICASSP | SINCO: A Novel Structural Regularizer for Image Compression Using Implicit Neural Representations. | Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov |
| 2023 | ICASSP | Robustness of Deep Equilibrium Architectures to Changes in the Measurement Model. | Junhao Hu, Shirin Shoushtari, Zihao Zou, Jiaming Liu, Zhixin Sun, Ulugbek S. Kamilov |
| 2023 | ICASSP | Dual-Cycle: Self-Supervised Dual-View Fluorescence Microscopy Image Reconstruction using CycleGAN. | Toms Kerepeck, Jiaming Liu, Xue Wen Ng, David W. Piston, Ulugbek S. Kamilov |
| 2023 | ICCV | DOLCE: A Model-Based Probabilistic Diffusion Framework for Limited-Angle CT Reconstruction. | Jiaming Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Stewart He, K. Aditya Mohan, Ulugbek S. Kamilov, Hyojin Kim |
| 2022 | ECCV | Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. | Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov |
| 2022 | ICIP | Bregman Plug-And-Play Priors. | Abdullah H. Al-Shabili, Xiaojian Xu, Ivan W. Selesnick, Ulugbek S. Kamilov |
| 2022 | ICIP | Monotonically Convergent Regularization by Denoising. | Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov |
| 2021 | ICASSP | Stochastic Deep Unfolding for Imaging Inverse Problems. | Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2020 | ACSSC | Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth. | Weijie Gan, Cihat Eldeniz, Jiaming Liu, Sihao Chen, Hongyu An, Ulugbek S. Kamilov |
| 2020 | ACSSC | Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling. | Xiaojian Xu, Jiaming Liu, Yu Sun, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2019 | ICASSP | Regularized Fourier Ptychography Using an Online Plug-and-play Algorithm. | Yu Sun, Shiqi Xu, Yunzhe Li, Lei Tian, Brendt Wohlberg, Ulugbek S. Kamilov |
| 2019 | ICASSP | Image Restoration Using Total Variation Regularized Deep Image Prior. | Jiaming Liu, Yu Sun, Xiaojian Xu, Ulugbek S. Kamilov |
| 2019 | ICASSP | SignProx: One-bit Proximal Algorithm for Nonconvex Stochastic Optimization. | Xiaojian Xu, Ulugbek S. Kamilov |
| 2018 | ICASSP | Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. | Yanting Ma, Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov |
| 2018 | ICASSP | Radar Autofocus Using Sparse Blind Deconvolution. | Hassan Mansour, Dehong Liu, Petros T. Boufounos, Ulugbek S. Kamilov |
| 2018 | ICASSP | Deepcasd: An End-to-End Approach for Multi-Spectral Image Super-Resolution. | Bihan Wen, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos |
| 2017 | ICASSP | Compressive imaging with iterative forward models. | Hsiou-Yuan Liu, Ulugbek S. Kamilov, Dehong Liu, Hassan Mansour, Petros T. Boufounos |
| 2017 | ICIP | Online convolutional dictionary learning for multimodal imaging. | Kvin Degraux, Ulugbek S. Kamilov, Petros T. Boufounos, Dehong Liu |
| 2017 | ICIP | Fusion of multi-angular aerial images based on epipolar geometry and matrix completion. | Yanting Ma, Dehong Liu, Hassan Mansour, Ulugbek S. Kamilov, Yuichi Taguchi, Petros T. Boufounos, Anthony Vetro |
| 2016 | ICASSP | Autocalibration of lidar and optical cameras via edge alignment. | Juan Castorena, Ulugbek S. Kamilov, Petros T. Boufounos |
| 2016 | ICASSP | Parallel proximal methods for total variation minimization. | Ulugbek S. Kamilov |
| 2016 | ICASSP | Multipath removal by online blind deconvolution in through-the-wall-imaging. | Hassan Mansour, Ulugbek S. Kamilov |
| 2015 | ISIT | Inference for Generalized Linear Models via alternating directions and Bethe Free Energy minimization. | Sundeep Rangan, Alyson K. Fletcher, Philip Schniter, Ulugbek S. Kamilov |