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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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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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Minimizing Supervision in Multi-label Categorization

May 26, 2020
Rajat, Munender Varshney, Pravendra Singh, Vinay P. Namboodi

* Accepted in CVPR-W 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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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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CPWC: Contextual Point Wise Convolution for Object Recognition

Oct 21, 2019
Pratik Mazumder, Pravendra Singh, Vinay Namboodiri


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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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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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Accuracy Booster: Performance Boosting using Feature Map Re-calibration

Mar 11, 2019
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri


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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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Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector

Nov 20, 2018
Pravendra Singh, Manikandan R, Neeraj Matiyali, Vinay P. Namboodiri

* IEEE Winter Conference on Applications of Computer Vision (WACV), 2019 

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Stability Based Filter Pruning for Accelerating Deep CNNs

Nov 20, 2018
Pravendra Singh, Vinay Sameer Raja Kadi, Nikhil Verma, Vinay P. Namboodiri

* IEEE Winter Conference on Applications of Computer Vision (WACV), 2019 

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Implementing an intelligent version of the classical sliding-puzzle game for unix terminals using Golang's concurrency primitives

Aug 22, 2015
Pravendra Singh

* 8 pages 

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