Pravendra Singh
Pravendra Singh
Assistant Professor, IIT Roorkee
Verified email at cs.iitr.ac.in - Homepage
Title
Cited by
Cited by
Year
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
442019
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
262019
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
252019
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
152019
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
132020
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
112019
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
92020
Cpwc: Contextual point wise convolution for object recognition
P Mazumder, P Singh, V Namboodiri
ICASSP - IEEE International Conference on Acoustics, Speech and Signal …, 2020
82020
HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs
P Singh, VK Verma, P Rai, VP Namboodiri
International Journal of Computer Vision (IJCV), 2019
82019
Cooperative Initialization based Deep Neural Network Training
P Singh, M Varshney, VP Namboodiri
IEEE Winter Conference on Applications of Computer Vision (WACV-2020), 2020
72020
Calibrating CNNs for Lifelong Learning
P Singh, VK Verma, P Mazumder, L Carin, P Rai
Advances in Neural Information Processing Systems 33, 2020
52020
Automatic geolocation of targets tracked by aerial imaging platforms using satellite imagery
PK Shukla, S Goel, P Singh, B Lohani
The International Archives of Photogrammetry, Remote Sensing and Spatial …, 2014
52014
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
42021
Calibrating feature maps for deep CNNs
P Singh, P Mazumder, MA Karim, VP Namboodiri
Neurocomputing 438, 235-247, 2021
12021
Optimizing nonlinear activation function for convolutional neural networks
M Varshney, P Singh
Signal, Image and Video Processing, 1-8, 2021
12021
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
12021
A "Network Pruning Network" Approach to Deep Model Compression
VK Verma, P Singh, VP Namboodiri, P Rai
IEEE Winter Conference on Applications of Computer Vision (WACV-2020), 2020
12020
SkipConv: Skip Convolution for Computationally Efficient Deep CNNs
P Singh, VP Namboodiri
International Joint Conference on Neural Networks (IJCNN), 2020, 2020
12020
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
2021
Few-Shot Lifelong Learning
P Mazumder, P Singh, P Rai
AAAI 2021 (AAAI Conference on Artificial Intelligence), 2021
2021
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