Следене
Pravendra Singh
Pravendra Singh
Assistant Professor, IIT Roorkee
Потвърден имейл адрес: cs.iitr.ac.in - Начална страница
Заглавие
Позовавания
Позовавания
Година
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
622019
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
482019
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
422019
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
272020
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
202019
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
182019
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
162020
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
142020
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP
P Mazumder, P Singh, V Namboodiri
IEEE, 2020
112020
HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs
P Singh, VK Verma, P Rai, VP Namboodiri
International Journal of Computer Vision (IJCV), 2019
112019
Cpwc: Contextual point wise convolution for object recognition
P Mazumder, P Singh, V Namboodiri
ICASSP - IEEE International Conference on Acoustics, Speech and Signal …, 2020
102020
Cooperative Initialization based Deep Neural Network Training
P Singh, M Varshney, VP Namboodiri
IEEE Winter Conference on Applications of Computer Vision (WACV-2020), 2020
92020
EDS pooling layer
P Singh, P Raj, VP Namboodiri
Image and Vision Computing 98, 103923, 2020
82020
Optimizing nonlinear activation function for convolutional neural networks
M Varshney, P Singh
Signal, Image and Video Processing 15 (6), 1323-1330, 2021
72021
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
72021
Few-Shot Lifelong Learning
P Mazumder, P Singh, P Rai
AAAI 2021 (AAAI Conference on Artificial Intelligence), 2021
72021
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
72021
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
62014
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
52021
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
42020
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