Dissimilarity-Based Sparse Subset Selection
Elhamifar, Ehsan, Sapiro, Guillermo, Sastry, S. Shankar
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2016)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2016)
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Journal Article
A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning
Huynh, Dat, Elhamifar, Ehsan
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Interactive Multi-Label CNN Learning With Partial Labels
Huynh, Dat, Elhamifar, Ehsan
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention
Huynh, Dat, Elhamifar, Ehsan
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Unsupervised Procedure Learning via Joint Dynamic Summarization
Elhamifar, Ehsan, Naing, Zwe
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Sparse Subspace Clustering: Algorithm, Theory, and Applications
Elhamifar, E., Vidal, R.
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2013)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2013)
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Journal Article
Semi-Weakly-Supervised Learning of Complex Actions from Instructional Task Videos
Shen, Yuhan, Elhamifar, Ehsan
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency
Lu, Zijia, Elhamifar, Ehsan
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Weakly-Supervised Action Segmentation and Alignment via Transcript-Aware Union-of-Subspaces Learning
Lu, Zijia, Elhamifar, Ehsan
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Introvert: Human Trajectory Prediction via Conditional 3D Attention
Shafiee, Nasim, Padir, Taskin, Elhamifar, Ehsan
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Interaction Compass: Multi-Label Zero-Shot Learning of Human-Object Interactions via Spatial Relations
Huynh, Dat, Elhamifar, Ehsan
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
A Convex Optimization Framework for Active Learning
Elhamifar, Ehsan, Sapiro, Guillermo, Yang, Allen, Sasrty, S. Shankar
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
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Conference Proceeding
Journal Article
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling
Huynh, Dat, Kuen, Jason, Lin, Zhe, Gu, Jiuxiang, Elhamifar, Ehsan
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
See all by looking at a few: Sparse modeling for finding representative objects
Elhamifar, E., Sapiro, G., Vidal, R.
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
Published in 2012 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2012)
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Conference Proceeding
Online Summarization via Submodular and Convex Optimization
Elhamifar, Ehsan, De Paolis Kaluza, M. Clara
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
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Conference Proceeding