Venkataramani, Swagath

PACT: Parameterized Clipping Activation for Quantized Neural Networks

Choi, J., Wang, Z., Venkataramani, S., Chuang, P. I.-J., Srinivasan, V., & Gopalakrishnan, K. (2018) · arXiv

Advanced Neural Network ApplicationsLow-power high-performance VLSI design

Cited by 703

Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization

Fasoli, A., Chen, C.-Y., Serrano, M., Venkataramani, S., Saon, G., Cui, X., Kingsbury, B., & Gopalakrishnan, K. (2022) · Interspeech 2022

Speech Recognition and SynthesisAdvanced Neural Network Applications

Cited by 5

Deep compression of pre-trained transformer models

Wang, N., Liu, C.-C. (., Venkataramani, S., Sen, S., Chen, C.-Y., Maghraoui, K. E., Srinivasan, V. (., & Chang, L. (2022) · Advances in Neural Information Processing Systems 35

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 5