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Learning with Capsules: A Survey


Jun 06, 2022
Fabio De Sousa Ribeiro, Kevin Duarte, Miles Everett, Georgios Leontidis, Mubarak Shah

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* 29 pages, 43 figures 

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Routing with Self-Attention for Multimodal Capsule Networks


Dec 01, 2021
Kevin Duarte, Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Samuel Thomas, Alexander Liu, David Harwath, James Glass, Hilde Kuehne, Mubarak Shah

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PLM: Partial Label Masking for Imbalanced Multi-label Classification


May 22, 2021
Kevin Duarte, Yogesh S. Rawat, Mubarak Shah

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* Accepted to the CVPR 2021 Learning from Limited or Imperfect Data (L2ID) Workshop 

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Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules


May 11, 2021
Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, Mubarak Shah

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* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos


May 05, 2021
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang

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Modeling Multi-Label Action Dependencies for Temporal Action Localization


Mar 05, 2021
Praveen Tirupattur, Kevin Duarte, Yogesh Rawat, Mubarak Shah

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In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning


Jan 15, 2021
Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah

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* accepted in ICLR 2021 

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Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Security Videos


May 19, 2020
Mamshad Nayeem Rizve, Ugur Demir, Praveen Tirupattur, Aayush Jung Rana, Kevin Duarte, Ishan Dave, Yogesh Singh Rawat, Mubarak Shah

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* 9 pages 

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