Scholar
Shivam Aggarwal
Google Scholar ID: FTkZZTMAAAAJ
Senior AI Compiler Engineer, Renesas
Citations & Impact
Citations
118
H-index
5
i10-index
3
Publications
12
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- Post-Training Quantization with Low-precision Minifloats and Integers on FPGAs
- Condensed Data-Guided Privacy-Preserving Knowledge Distillation
- CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning (DATE 2024)
- Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices (IEEE TCAD 2024, DATE 2023)
- Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay (AAAI 2022)
- Symmetric k-means for Deep Neural Network Compression and Hardware Acceleration on FPGAs (IEEE J-STSP, March 2020)
- Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications (HANDS Workshop @ ICCV 2019)
