Shivam Aggarwal

According to our database, Shivam Aggarwal authored at least 7 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning.

Shivam Aggarwal, Kuluhan Binici, Tulika Mitra

CoRR, 2023

Post-Training Quantization with Low-precision Minifloats and Integers on FPGAs.

Shivam Aggarwal, Alessandro Pappalardo, Hans Jakob Damsgaard, Giuseppe Franco, Thomas B. Preußer, Michaela Blott, Tulika Mitra

CoRR, 2023

Chameleon: Dual Memory Replay for Online Continual Learning on Edge Devices.

Shivam Aggarwal, Kuluhan Binici, Tulika Mitra

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay.

Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham, Karianto Leman, Tulika Mitra

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2020

Symmetric $k$-Means for Deep Neural Network Compression and Hardware Acceleration on FPGAs.

Akshay Jain, Pulkit Goel, Shivam Aggarwal, Alexander Fell, Saket Anand

IEEE J. Sel. Top. Signal Process., 2020

2019

Synthetic Video Generation for Robust Hand Gesture Recognition in Augmented Reality Applications.

Varun Jain, Shivam Aggarwal, Suril Mehta, Ramya Hebbalaguppe

CoRR, 2019

2014

Identification and Detection of Phishing Emails Using Natural Language Processing Techniques.

Shivam Aggarwal, Vishal Kumar, S. D. Sudarsan

Proceedings of the 7th International Conference on Security of Information and Networks, 2014