| 2025 | CVPR | Disentangling Safe and Unsafe Image Corruptions via Anisotropy and Locality. | Ramchandran Muthukumar, Ambar Pal, Jeremias Sulam, Ren Vidal |
| 2025 | ICML | Multiaccuracy and Multicalibration via Proxy Groups. | Beepul Bharti, Mary Versa Clemens-Sewall, Paul H. Yi, Jeremias Sulam |
| 2025 | MICCAI | Conformal Risk Control for Semantic Uncertainty Quantification in Computed Tomography. | Jacopo Teneggi, J. Webster Stayman, Jeremias Sulam |
| 2024 | ICLR | What's in a Prior? Learned Proximal Networks for Inverse Problems. | Zhenghan Fang, Sam Buchanan, Jeremias Sulam |
| 2024 | MICCAI | ProxiMO: Proximal Multi-operator Networks for Quantitative Susceptibility Mapping. | Shmuel Orenstein, Zhenghan Fang, Hyeong-Geol Shin, Peter C. M. van Zijl, Xu Li, Jeremias Sulam |
| 2023 | COLT | Sparsity-aware generalization theory for deep neural networks. | Ramchandran Muthukumar, Jeremias Sulam |
| 2023 | ICML | How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control. | Jacopo Teneggi, Matthew Tivnan, J. Webster Stayman, Jeremias Sulam |
| 2023 | MICCAI | WaveSep: A Flexible Wavelet-Based Approach for Source Separation in Susceptibility Imaging. | Zhenghan Fang, Hyeong-Geol Shin, Peter C. M. van Zijl, Xu Li, Jeremias Sulam |
| 2022 | AISTATS | Entrywise Recovery Guarantees for Sparse PCA via Sparsistent Algorithms. | Joshua Agterberg, Jeremias Sulam |
| 2020 | MICCAI | Learned Proximal Networks for Quantitative Susceptibility Mapping. | Kuo-Wei Lai, Manisha Aggarwal, Peter C. M. van Zijl, Xu Li, Jeremias Sulam |
| 2019 | CVPR | A Local Block Coordinate Descent Algorithm for the CSC Model. | Ev Zisselman, Jeremias Sulam, Michael Elad |
| 2018 | ICASSP | Projecting on to the Multi-Layer Convolutional Sparse Coding Model. | Jeremias Sulam, Vardan Papyan, Yaniv Romano, Michael Elad |
| 2017 | ICCV | Convolutional Dictionary Learning via Local Processing. | Vardan Papyan, Yaniv Romano, Michael Elad, Jeremias Sulam |
| 2015 | ICASSP | Fusion of ultrasound harmonic imaging with clutter removal using sparse signal separation. | Javier S. Turek, Jeremias Sulam, Michael Elad, Irad Yavneh |
| 2014 | ICIP | Image denoising through multi-scale learnt dictionaries. | Jeremias Sulam, Boaz Ophir, Michael Elad |