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Discriminative Region-based Multi-Label Zero-Shot Learning


Aug 20, 2021
Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah

* Accepted to ICCV 2021. Source code is available at https://github.com/akshitac8/BiAM 

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Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains


Jul 12, 2021
Shivam Chandhok, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Vineeth N Balasubramanian, Fahad Shahbaz Khan, Ling Shao


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Generative Multi-Label Zero-Shot Learning


Jan 28, 2021
Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost van de Weijer

* 10 pages, source code is available at https://github.com/akshitac8/Generative_MLZSL 

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D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations


Dec 11, 2020
Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao


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Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification


Mar 17, 2020
Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao


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3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization


Aug 22, 2019
Sanath Narayan, Hisham Cholakkal, Fahad Shabaz Khan, Ling Shao

* To appear in ICCV 2019 

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Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition


May 06, 2019
Devraj Mandal, Sanath Narayan, Saikumar Dwivedi, Vikram Gupta, Shuaib Ahmed, Fahad Shahbaz Khan, Ling Shao

* 10 pages, 3 figures, 6 Tables. To appear in the proceedings of CVPR 2019 

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A Large Dataset for Improving Patch Matching


Apr 17, 2018
Rahul Mitra, Nehal Doiphode, Utkarsh Gautam, Sanath Narayan, Shuaib Ahmed, Sharat Chandran, Arjun Jain


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Improved Descriptors for Patch Matching and Reconstruction


Aug 27, 2017
Rahul Mitra, Jiakai Zhang, Sanath Narayan, Shuaib Ahmed, Sharat Chandran, Arjun Jain

* 9 pages, ICCV Workshop on Compact and Efficient Feature Representation and Learning (CEFRL), 2017 

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Hyper-Fisher Vectors for Action Recognition


Sep 28, 2015
Sanath Narayan, Kalpathi R. Ramakrishnan


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