Publications
Fast entropy-regularized SDP relaxations for permutation synchronization. Michael Lindsey and Yunpeng Shi. arXiv preprint, 2025.
Fast alignment of heterogeneous images in sliced Wasserstein distance. Yunpeng Shi, Amit Singer, Eric Verbeke. submitted, 2025. [Code]
Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization. Shaohan Li, Yunpeng Shi, Gilad Lerman. CVPR, 2024. [Supp] [Code]
Fast Principal Component Analysis for Cryo-EM Images. Nicholas Marshall, Oscar Mickelin, Yunpeng Shi, Amit Singer. Biological Imaging, 2023. [Code]
Robust Group Synchronization via Quadratic Programming. Yunpeng Shi, Cole Wyeth, Gilad Lerman. ICML 2022. [Code]
Fast, Accurate and Memory-Efficient Partial Permutation Synchronization. Shaohan Li, Yunpeng Shi, Gilad Lerman. CVPR 2022. [Code]
Ab-initio Contrast Estimation and Denoising of Cryo-EM Images. Yunpeng Shi, Amit Singer. Computer Methods and Programs in Biomedicine, 2022 . [Code]
Scalable Cluster-Consistency Statistics for Robust Multi-Object Matching (3DV 2021 Oral Presentation, acceptance rate 11.4%). Yunpeng Shi, Shaohan Li, Tyler Maunu, Gilad Lerman. International Conference on 3D Vision (3DV), 2021. [Code]
Robust Group Synchronization via Cycle-Edge Message Passing. Gilad Lerman, Yunpeng Shi. Foundations of Computational Mathematics, 2021. [Code]
Robust Multi-object Matching via Iterative Reweighting of the Graph Connection Laplacian. Yunpeng Shi, Shaohan Li, Gilad Lerman. NeurIPS 2020. [Supp] [Code]
Message Passing Least Squares Framework and its Application to Rotation Synchronization. Yunpeng Shi, Gilad Lerman. ICML 2020. [Code]
Estimation of Camera Locations in Highly Corrupted Scenarios: All About that Base, No Shape Trouble. Yunpeng Shi, Gilad Lerman. CVPR 2018. [Code]
Exact Camera Location Recovery by Least Unsquared Deviations. Gilad Lerman, Yunpeng Shi, Teng zhang. SIAM Journal on Imaging Sciences, 2018.