Gilad Lerman

22 papers · 2012–2026 · 8 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (44) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🏆 Keyword Champion (5) 👑 Triple Crown 🧬 Topic Evolution 📈 Trend Setter 💎 Century Club · Bronze 🚀 Conference Pioneer ⚡ Prolific Year · Productive 🌈 Renaissance Researcher (6) 🗃️ Keyword Collector (112)

Venues

CVPR (6) AISTATS (5) JMLR (3) NeurIPS (3) ICML (2) ECCV (1) ICCV (1) ICLR (1)

Top co-authors

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

Research topics

Machine Learning (18) Core Methods (14) Mathematics & Optimization (12) Optimization (11) Computer Vision (10) Analysis (9) Optimization & Theory · Machine Learning (8) Mathematics (7) Deep Learning (5) Learning Types (5) Architectures (3) Computer Science (2) Data Science & Analytics (2) Applications (2) Optimization & Theory · Deep Learning (2)

Keywords

outlier detection (5) subspace recovery (5) structure from motion (4) group synchronization (3) camera pose estimation (2) multi-object matching (2) cycle consistency (2) robust principal component analysis (2) convergence rate (2) latent representation (2) spectral clustering (2) covariance estimation (2) non-convex optimization (2) robust subspace recovery (2) dimensionality reduction (2) tensor decomposition (2) robust pca (2) variational autoencoder (2) graph matching (1) graph theory (1)

Papers

QuadSync: Quadrifocal Tensor Synchronization via Tucker Decomposition CVPR 2026 A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion CVPR 2024 Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization CVPR 2024 Improving Hyperbolic Representations via Gromov-Wasserstein Regularization ECCV 2024 Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NeurIPS 2024 The effect of Leaky ReLUs on the training and generalization of overparameterized networks AISTATS 2024 An Unpooling Layer for Graph Generation AISTATS 2023 Robust Variational Autoencoding with Wasserstein Penalty for Novelty Detection AISTATS 2023 Fast, Accurate and Memory-Efficient Partial Permutation Synchronization CVPR 2022 Robust Group Synchronization via Quadratic Programming ICML 2022 Message Passing Least Squares Framework and its Application to Rotation Synchronization ICML 2020 Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian NeurIPS 2020 Robust Subspace Recovery Layer for Unsupervised Anomaly Detection ICLR 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 A Novel M-Estimator for Robust PCA JMLR 2014 Better Feature Tracking Through Subspace Constraints CVPR 2014 Robust Stochastic Principal Component Analysis AISTATS 2014 Fast Subspace Search via Grassmannian Based Hashing ICCV 2013 On the Sample Complexity of Robust PCA NeurIPS 2012