← Authors

Gilad Lerman

21 papers · 2012–2024 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (13) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸ‘‘ Triple Crown πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (102) ⚑ Prolific Year (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (21) πŸ“ˆ Trend Setter

Conferences

AISTATS (5) CVPR (5) JMLR (3) NIPS (3) ICML (2) ECCV (1) ICCV (1) ICLR (1)

Top co-authors

Yunpeng Shi (6) Teng Zhang (5) Dongmian Zou (4) Shaohan Li (4) Chieh-Hsin Lai (2) Xu Wang (2) Yinglong Guo (2) Yifei Yang (1) WonJun Lee (1) Joe Kileel (1)

Keywords

outlier detection (4) subspace recovery (4) structure from motion (3) group synchronization (3) multi-object matching (2) robust pca (2) spectral clustering (2) convergence rate (2) cycle consistency (2) variational autoencoder (2) robust principal component analysis (2) covariance estimation (2) dimensionality reduction (2) camera pose estimation (2) graph theory (1) image retrieval (1) online learning (1) subspace learning (1) principal component analysis (1) nonconvex optimization (1)

Papers

Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization CVPR 2024
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NIPS 2024
The effect of Leaky ReLUs on the training and generalization of overparameterized networks AISTATS 2024
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization ECCV 2024
A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion CVPR 2024
Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection AISTATS 2023
An Unpooling Layer for Graph Generation AISTATS 2023
Robust Group Synchronization via Quadratic Programming ICML 2022
Fast, Accurate and Memory-Efficient Partial Permutation Synchronization CVPR 2022
Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian NIPS 2020
Robust Subspace Recovery Layer for Unsupervised Anomaly Detection ICLR 2020
Message Passing Least Squares Framework and its Application to Rotation Synchronization ICML 2020
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery JMLR 2019
Estimation of Camera Locations in Highly Corrupted Scenarios: All About That Base, No Shape Trouble CVPR 2018
Spectral Clustering Based on Local PCA JMLR 2017
Multi-Manifold Modeling in Non-Euclidean spaces AISTATS 2015
Robust Stochastic Principal Component Analysis AISTATS 2014
Better Feature Tracking Through Subspace Constraints CVPR 2014
A Novel M-Estimator for Robust PCA JMLR 2014
Fast Subspace Search via Grassmannian Based Hashing ICCV 2013
On the Sample Complexity of Robust PCA NIPS 2012