Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay K Binici, S Aggarwal, NT Pham, K Leman, T Mitra Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI), 2022, 2022 | 36 | 2022 |
Symmetric -Means for Deep Neural Network Compression and Hardware Acceleration on FPGAs A Jain, P Goel, S Aggarwal, A Fell, S Anand IEEE Journal of Selected Topics in Signal Processing 14 (4), 737-749, 2020 | 17 | 2020 |
Synthetic video generation for robust hand gesture recognition in augmented reality applications V Jain, S Aggarwal, S Mehta, R Hebbalaguppe International Conference on Computer Vision, 2019 | 8 | 2019 |
Chameleon: Dual memory replay for online continual learning on edge devices S Aggarwal, K Binici, T Mitra IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2023 | 4 | 2023 |
Post-training quantization with low-precision minifloats and integers on FPGAs S Aggarwal, A Pappalardo, HJ Damsgaard, G Franco, TB Preußer, M Blott, ... arXiv preprint arXiv:2311.12359, 2023 | 2 | 2023 |
CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning S Aggarwal, K Binici, T Mitra 2024 Design, Automation and Test in Europe Conference (DATE), 2024 | | 2024 |