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Efficient Feature Transformations for Discriminative and Generative Continual Learning


Mar 25, 2021
Vinay Kumar Verma, Kevin J Liang, Nikhil Mehta, Piyush Rai, Lawrence Carin

* Accepted in CVPR 2021 

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Efficient Continual Adaptation for Generative Adversarial Networks


Mar 06, 2021
Sakshi Varshney, Vinay Kumar Verma, Lawrence Carin, Piyush Rai

* Under Submission 

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Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning


Feb 23, 2021
Vinay Kumar Verma, Kevin Liang, Nikhil Mehta, Lawrence Carin

* Under Review 

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Towards Zero-Shot Learning with Fewer Seen Class Examples


Nov 14, 2020
Vinay Kumar Verma, Ashish Mishra, Anubha Pandey, Hema A. Murthy, Piyush Rai

* Accepted in WACV 2021 

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ZSCRGAN: A GAN-based Expectation Maximization Model for Zero-Shot Retrieval of Images from Textual Descriptions


Jul 27, 2020
Anurag Roy, Vinay Kumar Verma, Kripabandhu Ghosh, Saptarshi Ghosh

* Accepted in CIKM-2020 

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Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval


Jan 18, 2020
Anubha Pandey, Ashish Mishra, Vinay Kumar Verma, Anurag Mittal, Hema A. Murthy

* Accepted in WACV'2020 

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A "Network Pruning Network" Approach to Deep Model Compression


Jan 15, 2020
Vinay Kumar Verma, Pravendra Singh, Vinay P. Namboodiri, Piyush Rai

* Accepted in WACV'20 

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A Meta-Learning Framework for Generalized Zero-Shot Learning


Sep 10, 2019
Vinay Kumar Verma, Dhanajit Brahma, Piyush Rai

* Under Submission 

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Play and Prune: Adaptive Filter Pruning for Deep Model Compression


May 11, 2019
Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri

* International Joint Conference on Artificial Intelligence (IJCAI-2019) 

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Generative Model for Zero-Shot Sketch-Based Image Retrieval


Apr 18, 2019
Vinay Kumar Verma, Aakansha Mishra, Ashish Mishra, Piyush Rai

* Accepted at CVPR-Workshop 2019 

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HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs


Mar 25, 2019
Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri

* Accepted in CVPR 2019 

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Leveraging Filter Correlations for Deep Model Compression


Nov 26, 2018
Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri

* 10 pages 

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Generalized Zero-Shot Learning via Synthesized Examples


Jun 12, 2018
Vinay Kumar Verma, Gundeep Arora, Ashish Mishra, Piyush Rai

* Accepted in CVPR'18 

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A Generative Approach to Zero-Shot and Few-Shot Action Recognition


Jan 27, 2018
Ashish Mishra, Vinay Kumar Verma, M Shiva Krishna Reddy, Arulkumar S, Piyush Rai, Anurag Mittal

* Accepted in WACV 2018 

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A Simple Exponential Family Framework for Zero-Shot Learning


Jan 25, 2018
Vinay Kumar Verma, Piyush Rai

* Accepted in ECML-PKDD 2017, 16 Pages: Code and Data are available: https://github.com/vkverma01/Zero-Shot/ 

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Zero-Shot Learning via Class-Conditioned Deep Generative Models


Nov 19, 2017
Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin

* To appear in AAAI 2018 

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