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Rectification-based Knowledge Retention for Continual Learning


Mar 30, 2021
Pravendra Singh, Pratik Mazumder, Piyush Rai, Vinay P. Namboodiri

* Accepted in CVPR 2021 

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Do Not Forget to Attend to Uncertainty while Mitigating Catastrophic Forgetting


Feb 03, 2021
Vinod K Kurmi, Badri N. Patro, Venkatesh K. Subramanian, Vinay P. Namboodiri

* WACV 2021 
* Accepted WACV 2021 

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Exploring Pair-Wise NMT for Indian Languages


Dec 10, 2020
Kartheek Akella, Sai Himal Allu, Sridhar Suresh Ragupathi, Aman Singhal, Zeeshan Khan, Vinay P. Namboodiri, C V Jawahar

* ICON 2020 Short paper 

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RNNP: A Robust Few-Shot Learning Approach


Nov 22, 2020
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri

* Accepted in WACV 2021 

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SHAD3S: A model to Sketch, Shade and Shadow


Nov 19, 2020
Raghav B. Venkataramaiyer, Abhishek Joshi, Saisha Narang, Vinay P. Namboodiri

* 10 pages, 11 figures, 2 tables Accepted to WACV 2021. Project Page: https://bvraghav.com/shad3s/ 

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SHAD3S: : A model to Sketch, Shade and Shadow


Nov 13, 2020
Raghav Brahmadesam Venkataramaiyer, Abhishek Joshi, Saisha Narang, Vinay P. Namboodiri

* 10 pages, 11 figures, 2 tables Accepted to WACV 2021. Project Page: https://bvraghav.com/shad3s/ 

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Determinantal Point Process as an alternative to NMS


Aug 26, 2020
Samik Some, Mithun Das Gupta, Vinay P. Namboodiri


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Revisiting Low Resource Status of Indian Languages in Machine Translation


Aug 11, 2020
Jerin Philip, Shashank Siripragada, Vinay P. Namboodiri, C. V. Jawahar

* 10 pages, few figures, Preprint under review 

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A Multilingual Parallel Corpora Collection Effort for Indian Languages


Jul 15, 2020
Shashank Siripragada, Jerin Philip, Vinay P. Namboodiri, C V Jawahar

* 9 pages. Accepted in LREC 2020 

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Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing


Jul 09, 2020
Prem Raj, Vinay P. Namboodiri, L. Behera

* Accepted in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2020). For video visit - https://youtu.be/GSG20lmWDUo 

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Improving Few-Shot Learning using Composite Rotation based Auxiliary Task


Jun 29, 2020
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri


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Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution


Jun 08, 2020
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri

* Accepted in IJCNN 2020 

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AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings


May 27, 2020
Pratik Mazumder, Pravendra Singh, Kranti Kumar Parida, Vinay P. Namboodiri

* Submitted to INTERSPEECH 2020 

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Uncertainty based Class Activation Maps for Visual Question Answering


Jan 23, 2020
Badri N. Patro, Mayank Lunayach, Vinay P. Namboodiri

* This work is an extension of our ICCV-2019 work. arXiv admin note: text overlap with arXiv:1908.06306 

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Deep Bayesian Network for Visual Question Generation


Jan 23, 2020
Badri N. Patro, Vinod K. Kurmi, Sandeep Kumar, Vinay P. Namboodiri

* WACV-2020 (Accepted) 

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Robust Explanations for Visual Question Answering


Jan 23, 2020
Badri N. Patro, Shivansh Pate, Vinay P. Namboodiri

* WACV-2020 (Accepted) 

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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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Cooperative Initialization based Deep Neural Network Training


Jan 05, 2020
Pravendra Singh, Munender Varshney, Vinay P. Namboodiri

* IEEE Winter Conference on Applications of Computer Vision (WACV), 2020 

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Revisiting Paraphrase Question Generator using Pairwise Discriminator


Jan 04, 2020
Badri N. Patro, Dev Chauhan, Vinod K. Kurmi, Vinay P. Namboodiri

* This work is an extension of our COLING-2018 paper arXiv:1806.00807 

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Deep Exemplar Networks for VQA and VQG


Dec 19, 2019
Badri N. Patro, Vinay P. Namboodiri

* This work is an extension of CVPR-2018 accepted paper arXiv:1804.00298 and EMNLP-2018 accepted paper arXiv:1808.03986 

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Jointly Trained Image and Video Generation using Residual Vectors


Dec 17, 2019
Yatin Dandi, Aniket Das, Soumye Singhal, Vinay P. Namboodiri, Piyush Rai

* Accepted in 2020 Winter Conference on Applications of Computer Vision (WACV '20) 

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Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA


Nov 19, 2019
Badri N. Patro, Anupriy, Vinay P. Namboodiri

* AAAI-2020(Accepted) 

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Can I teach a robot to replicate a line art


Oct 17, 2019
Raghav Brahmadesam Venkataramaiyer, Subham Kumar, Vinay P. Namboodiri

* 9 pages, Accepted for the 2020 Winter Conference on Applications of Computer Vision (WACV '20); Supplementary Video: https://youtu.be/nMt5Dw04XhY 

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Probabilistic framework for solving Visual Dialog


Oct 17, 2019
Badri N. Patro, Anupriy, Vinay P. Namboodiri


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Dynamic Attention Networks for Task Oriented Grounding


Oct 14, 2019
Soumik Dasgupta, Badri N. Patro, Vinay P. Namboodiri

* Accepted ICCV 2019 Workshop 

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Granular Multimodal Attention Networks for Visual Dialog


Oct 13, 2019
Badri N. Patro, Shivansh Patel, Vinay P. Namboodiri

* ICCV Workshop 

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U-CAM: Visual Explanation using Uncertainty based Class Activation Maps


Sep 16, 2019
Badri N. Patro, Mayank Lunayach, Shivansh Patel, Vinay P. Namboodiri

* ICCV 2019 (accepted) 

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