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Ehsan Elhamifar
Ehsan Elhamifar
Associate Professor of Computer Science, Northeastern University
Verified email at ccs.neu.edu - Homepage
Title
Cited by
Cited by
Year
Sparse Subspace Clustering: Algorithm, Theory, and Applications
E Elhamifar, R Vidal
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
42022012
Sparse subspace clustering
E Elhamifar, R Vidal
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2009 …, 2009
4202*2009
See all by looking at a few: Sparse modeling for finding representative objects
E Elhamifar, G Sapiro, R Vidal
2012 IEEE Conference on Computer Vision and Pattern Recognition, 1600-1607, 2012
4772012
Robust subspace clustering
M Soltanolkotabi, E Elhamifar, EJ Candes
4212014
Sparse Manifold Clustering and Embedding
E Elhamifar, R Vidal
Neural Information Processing Systems (NIPS), 2011
3432011
Robust classification using structured sparse representation
E Elhamifar, R Vidal
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
2892011
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention
D Huynh, E Elhamifar
IEEE Conference on Computer Vision and Pattern Recognition, 2020
2322020
Dissimilarity-based Sparse Subset Selection
E Elhamifar, G Sapiro, S Sastry
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
2072016
Block-sparse recovery via convex optimization
E Elhamifar, R Vidal
IEEE Transactions on Signal Processing, 2012
1952012
Sparse hidden markov models for surgical gesture classification and skill evaluation
L Tao, E Elhamifar, S Khudanpur, GD Hager, R Vidal
Information Processing in Computer-Assisted Interventions: Third …, 2012
1842012
A Convex Optimization Framework for Active Learning
E Elhamifar, G Sapiro, A Yang, SS Sastry
1592013
Clustering disjoint subspaces via sparse representation
E Elhamifar, R Vidal
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
1562010
Energy disaggregation via learning powerlets and sparse coding
E Elhamifar, S Sastry
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
1342015
Finding exemplars from pairwise dissimilarities via simultaneous sparse recovery
E Elhamifar, G Sapiro, R Vidal
Advances in Neural Information Processing Systems 25, 2012
1122012
A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning
D Huynh, E Elhamifar
IEEE Conference on Computer Vision and Pattern Recognition 1, 2020
972020
Interactive Multi-Label CNN Learning with Partial Labels
D Huynh, E Elhamifar
IEEE Conference on Computer Vision and Pattern Recognition, 2020
812020
Open-vocabulary instance segmentation via robust cross-modal pseudo-labeling
D Huynh, J Kuen, Z Lin, J Gu, E Elhamifar
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
672022
Introvert: Human Trajectory Prediction via Conditional 3D Attention
N Shafiee, T Padir, E Elhamifar
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
642021
Compositional zero-shot learning via fine-grained dense feature composition
D Huynh, E Elhamifar
Advances in Neural Information Processing Systems 33, 19849-19860, 2020
622020
High-Rank Matrix Completion and Clustering under Self-Expressive Models
E Elhamifar
Advances in Neural Information Processing Systems, 2016
612016
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