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
Pranav singh chibPhD, IIT RoorkeeVerified email at cs.iitr.ac.in
Indu JoshiAssistant Professor, SCEE, IIT Mandi, IndiaVerified email at iitmandi.ac.in
Munender VarshneyR & D Centre, Hitachi, IndiaVerified email at cse.iitk.ac.in
Lawrence CarinDuke UniversityVerified email at duke.edu
Mohammed Asad KarimMachine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
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 RajPostDoc, NC State University; PhD, 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
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
Salil GoelAssistant Professor, Indian Institute of Technology KanpurVerified email at iitk.ac.in
Bharat LohaniCivil Engineering, IIT Kanpur,Verified email at iitk.ac.in
Prathosh A PAssistant Professor, Indian Institute of Science, BengaluruVerified email at iisc.ac.in

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	126	2019
Few-Shot Lifelong Learning P Mazumder, P Singh, P Rai AAAI 2021 (AAAI Conference on Artificial Intelligence), 2021	119	2021
Recent advancements in end-to-end autonomous driving using deep learning: A survey PS Chib, P Singh IEEE Transactions on Intelligent Vehicles, 2023	97	2023
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	97	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	86	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	75	2019
Optimizing nonlinear activation function for convolutional neural networks M Varshney, P Singh Signal, Image and Video Processing 15 (6), 1323-1330, 2021	51	2021
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	51	2021
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	36	2021
EDS pooling layer P Singh, P Raj, VP Namboodiri Image and Vision Computing 98, 103923, 2020	34	2020
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	32	2019
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	24	2019
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
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	21	2021
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S Kumari, P Singh Computers in Biology and Medicine, 107912, 2023	18	2023
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	17	2021
HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs P Singh, VK Verma, P Rai, VP Namboodiri International Journal of Computer Vision (IJCV), 2019	17	2019
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
Dual class representation learning for few-shot image classification P Singh, P Mazumder Knowledge-Based Systems 238, 107840, 2022	15	2022

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