| 2024 | AISTATS | The effect of Leaky ReLUs on the training and generalization of overparameterized networks. | Yinglong Guo, Shaohan Li, Gilad Lerman |
| 2024 | CVPR | Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization. | Shaohan Li, Yunpeng Shi, Gilad Lerman |
| 2024 | CVPR | A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion. | Feng Yu, Teng Zhang, Gilad Lerman |
| 2024 | ECCV | Improving Hyperbolic Representations via Gromov-Wasserstein Regularization. | Yifei Yang, Wonjun Lee, Dongmian Zou, Gilad Lerman |
| 2023 | AISTATS | An Unpooling Layer for Graph Generation. | Yinglong Guo, Dongmian Zou, Gilad Lerman |
| 2023 | AISTATS | Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection. | Chieh-Hsin Lai, Dongmian Zou, Gilad Lerman |
| 2022 | CVPR | Fast, Accurate and Memory-Efficient Partial Permutation Synchronization. | Shaohan Li, Yunpeng Shi, Gilad Lerman |
| 2022 | ICML | Robust Group Synchronization via Quadratic Programming. | Yunpeng Shi, Cole M. Wyeth, Gilad Lerman |
| 2020 | ICLR | Robust Subspace Recovery Layer for Unsupervised Anomaly Detection. | Chieh-Hsin Lai, Dongmian Zou, Gilad Lerman |
| 2020 | ICML | Message Passing Least Squares Framework and its Application to Rotation Synchronization. | Yunpeng Shi, Gilad Lerman |
| 2019 | IJCNN | Encoding robust representation for graph generation. | Dongmian Zou, Gilad Lerman |
| 2018 | CVPR | Estimation of Camera Locations in Highly Corrupted Scenarios: All About That Base, No Shape Trouble. | Yunpeng Shi, Gilad Lerman |
| 2015 | AISTATS | Multi-Manifold Modeling in Non-Euclidean spaces. | Xu Wang, Konstantinos Slavakis, Gilad Lerman |
| 2014 | AISTATS | Robust Stochastic Principal Component Analysis. | John Goes, Teng Zhang, Raman Arora, Gilad Lerman |
| 2014 | CVPR | Better Feature Tracking through Subspace Constraints. | Bryan Poling, Gilad Lerman, Arthur Szlam |
| 2013 | ICCV | Fast Subspace Search via Grassmannian Based Hashing. | Xu Wang, Stefan Atev, John Wright, Gilad Lerman |
| 2010 | CVPR | Randomized hybrid linear modeling by local best-fit flats. | Teng Zhang, Arthur Szlam, Yi Wang, Gilad Lerman |