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ORCIDShivam Aggarwal
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2020 – today
- 2024
[j2]Shivam Aggarwal
, Kuluhan Binici, Tulika Mitra:
Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(6): 1663-1676 (2024)- [c6]Shivam Aggarwal, Kuluhan Binici, Tulika Mitra:
CRISP: Hybrid Structured Sparsity for Class-Aware Model Pruning. DATE 2024: 1-6 - [c5]Shivam Aggarwal, Preeti Malakar:
Evaluating Active-learning Based Performance Prediction of Parallel Applications. e-Science 2024: 1-10 - [c4]Shivam Aggarwal, Hans Jakob Damsgaard, Alessandro Pappalardo, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra:
Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs. FPL 2024: 297-303 - [i5]Kuluhan Binici, Shivam Aggarwal, Cihan Acar, Nam Trung Pham, Karianto Leman, Gim Hee Lee, Tulika Mitra:
Condensed Sample-Guided Model Inversion for Knowledge Distillation. CoRR abs/2408.13850 (2024) - 2023
- [c3]Shivam Aggarwal, Kuluhan Binici, Tulika Mitra:
Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices. DATE 2023: 1-6 - [i4]Shivam Aggarwal, Alessandro Pappalardo, Hans Jakob Damsgaard, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra:
Post-Training Quantization with Low-precision Minifloats and Integers on FPGAs. CoRR abs/2311.12359 (2023) - [i3]Shivam Aggarwal, Kuluhan Binici, Tulika Mitra:
CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning. CoRR abs/2311.14272 (2023) - 2022
- [c2]Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra:
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay. AAAI 2022: 6089-6096 - [i2]Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra:
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay. CoRR abs/2201.03019 (2022) - 2020
- [j1]Akshay Jain, Pulkit Goel, Shivam Aggarwal, Alexander Fell, Saket Anand:
Symmetric $k$-Means for Deep Neural Network Compression and Hardware Acceleration on FPGAs. IEEE J. Sel. Top. Signal Process. 14(4): 737-749 (2020)
2010 – 2019
- 2019
- [i1]Varun Jain, Shivam Aggarwal, Suril Mehta, Ramya Hebbalaguppe:
Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications. CoRR abs/1911.01320 (2019) - 2014
- [c1]Shivam Aggarwal, Vishal Kumar, S. D. Sudarsan:
Identification and Detection of Phishing Emails Using Natural Language Processing Techniques. SIN 2014: 217
Coauthor Index
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