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 | 113 | 2019 |
Few-Shot Lifelong Learning P Mazumder, P Singh, P Rai AAAI 2021 (AAAI Conference on Artificial Intelligence), 2021 | 101 | 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 | 89 | 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 | 75 | 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 | 74 | 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 | 44 | 2021 |
Optimizing nonlinear activation function for convolutional neural networks M Varshney, P Singh Signal, Image and Video Processing 15 (6), 1323-1330, 2021 | 41 | 2021 |
Recent advancements in end-to-end autonomous driving using deep learning: A survey PS Chib, P Singh IEEE Transactions on Intelligent Vehicles, 2023 | 35 | 2023 |
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 | 28 | 2021 |
EDS pooling layer P Singh, P Raj, VP Namboodiri Image and Vision Computing 98, 103923, 2020 | 26 | 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 | 24 | 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 |
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 |
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 | 15 | 2021 |
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 |
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 |