Pravendra Singh

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Vinay P. NamboodiriDepartment of Computer Science, University of BathVerified email at bath.ac.uk
Pratik MazumderAssistant Professor, Indian Institute of Technology, JodhpurVerified email at iitj.ac.in
Piyush RaiIIT KanpurVerified email at cse.iitk.ac.in
Vinay Kumar Verma@Amazon, Prev: IIT-Kanpur, Duke University NC, HCUVerified email at duke.edu
Munender VarshneyR & D Centre, Hitachi, IndiaVerified email at cse.iitk.ac.in
Lawrence CarinDuke UniversityVerified email at duke.edu
Indu JoshiAssistant Professor, SCEE, IIT Mandi, IndiaVerified email at iitmandi.ac.in
Pranav singh chibPhD, IIT RoorkeeVerified email at cs.iitr.ac.in
Vinay Sameer Raja KadiSoftware Engineer II, Latitude AI LLCVerified email at lat.ai
Kranti Kumar ParidaUniveristy of Bristol, Prev: IIT KanpurVerified email at bristol.ac.uk
Prem RajPhD, IIT KanpurVerified email at iitk.ac.in
Antitza DantchevaResearcher, INRIA, FranceVerified email at inria.fr
Manikandan RavikiranR&D Center, Hitachi India Pvt LtdVerified email at hitachi.co.in
Neeraj MatiyaliIndian Institute of Technology KanpurVerified email at iitk.ac.in
Salil GoelAssistant Professor, Indian Institute of Technology KanpurVerified email at iitk.ac.in
Bharat LohaniCivil Engineering, IIT Kanpur,Verified email at iitk.ac.in
Prem KalraProfessor Department of Computer Science and Engineering IIT DelhiVerified email at cse.iitd.ac.in
Sumantra Dutta RoyDepartment of Electrical Engineering, Indian Institute of Technology DelhiVerified email at ee.iitd.ac.in
Prathosh A PAssistant Professor, Indian Institute of Science, BengaluruVerified email at iisc.ac.in
Arnab Kumar MondalFujitsu Research India Private LimitedVerified email at fujitsu.com

Pravendra Singh

Assistant Professor, IIT Roorkee

Verified email at cs.iitr.ac.in - Homepage

Deep Learning Machine Learning Computer Vision Artificial Intelligence


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HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs P Singh, V Verma, P Rai, V Namboodiri IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019, 2019	108	2019
Few-Shot Lifelong Learning P Mazumder, P Singh, P Rai AAAI 2021 (AAAI Conference on Artificial Intelligence), 2021	88	2021
Leveraging Filter Correlations for Deep Model Compression P Singh, V Verma, P Rai, V Namboodiri IEEE Winter Conference on Applications of Computer Vision (WACV-2020), 2019	87	2019
Calibrating cnns for lifelong learning P Singh, VK Verma, P Mazumder, L Carin, P Rai Advances in Neural Information Processing Systems 33, 15579-15590, 2020	72	2020
Play and Prune: Adaptive Filter Pruning for Deep Model Compression P Singh, V Verma, P Rai, V Namboodiri International Joint Conference on Artificial Intelligence (IJCAI-2019), 2019	72	2019
Rectification-based Knowledge Retention for Continual Learning P Singh, P Mazumder, P Rai, VP Namboodiri CVPR 2021 (IEEE/CVF Conference on Computer Vision and Pattern Recognition), 2021	43	2021
Optimizing nonlinear activation function for convolutional neural networks M Varshney, P Singh Signal, Image and Video Processing 15 (6), 1323-1330, 2021	37	2021
Stability Based Filter Pruning for Accelerating Deep CNNs P Singh, VSR Kadi, N Verma, V Namboodiri IEEE Winter Conference on Applications of Computer Vision (WACV-2019), 2019	31	2019
Avgzslnet: Audio-visual generalized zero-shot learning by reconstructing label features from multi-modal embeddings P Mazumder, P Singh, KK Parida, VP Namboodiri Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021	27	2021
EDS pooling layer P Singh, P Raj, VP Namboodiri Image and Vision Computing 98, 103923, 2020	25	2020
Acceleration of Deep Convolutional Neural Networks using Adaptive Filter Pruning P Singh, VK Verma, P Rai, VP Namboodiri IEEE Journal of Selected Topics in Signal Processing, 2020	23	2020
Falf convnets: Fatuous auxiliary loss based filter-pruning for efficient deep cnns P Singh, VSR Kadi, VP Namboodiri Image and Vision Computing 93, 103857, 2020	23	2020
Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector P Singh, M R, N Matiyali, V Namboodiri IEEE Winter Conference on Applications of Computer Vision (WACV-2019), 2019	22	2019
Recent advancements in end-to-end autonomous driving using deep learning: A survey PS Chib, P Singh IEEE Transactions on Intelligent Vehicles, 2023	20	2023
Accuracy Booster: Performance Boosting using Feature Map Re-calibration P Singh, P Mazumder, V Namboodiri IEEE Winter Conference on Applications of Computer Vision (WACV-2020), 2020	16	2020
HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs P Singh, VK Verma, P Rai, VP Namboodiri International Journal of Computer Vision (IJCV), 2019	14	2019
Rnnp: A robust few-shot learning approach P Mazumder, P Singh, VP Namboodiri Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021	13	2021
Improving few-shot learning using composite rotation based auxiliary task P Mazumder, P Singh, VP Namboodiri Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2021	13	2021
Cooperative Initialization based Deep Neural Network Training P Singh, M Varshney, VP Namboodiri IEEE Winter Conference on Applications of Computer Vision (WACV-2020), 2020	13	2020
Dual class representation learning for few-shot image classification P Singh, P Mazumder Knowledge-Based Systems 238, 107840, 2022	12	2022

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