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Pravendra Singh
Pravendra Singh
Assistant Professor, IIT Roorkee
Verifisert e-postadresse på cs.iitr.ac.in - Startside
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Recent advancements in end-to-end autonomous driving using deep learning: A survey
PS Chib, P Singh
IEEE Transactions on Intelligent Vehicles 9 (1), 103-118, 2023
1412023
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
1342019
Few-Shot Lifelong Learning
P Mazumder, P Singh, P Rai
AAAI 2021 (AAAI Conference on Artificial Intelligence), 2021
1312021
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
982019
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
912020
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
762019
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
592021
Optimizing nonlinear activation function for convolutional neural networks
M Varshney, P Singh
Signal, Image and Video Processing 15 (6), 1323-1330, 2021
552021
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
412021
EDS pooling layer
P Singh, P Raj, VP Namboodiri
Image and Vision Computing 98, 103923, 2020
362020
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
332019
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives
S Kumari, P Singh
Computers in Biology and Medicine 170, 107912, 2024
282024
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
242021
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
242020
HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs
P Singh, VK Verma, P Rai, VP Namboodiri
International Journal of Computer Vision (IJCV), 2019
242019
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
232020
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
222019
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
182021
Dual class representation learning for few-shot image classification
P Singh, P Mazumder
Knowledge-Based Systems 238, 107840, 2022
172022
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
162020
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Artikler 1–20