Gilad Lerman
21 papers · 2012–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π Conference Polyglot (8)
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Academic Marathon
(12)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π
Triple Crown
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(102)
β‘
Prolific Year
(5)
π
Conference Pioneer
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Century Club
(21)
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Trend Setter
Conferences
AISTATS (5)
CVPR (5)
JMLR (3)
NIPS (3)
ICML (2)
ECCV (1)
ICCV (1)
ICLR (1)
Top co-authors
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