Yuhang Li*

GenQ: Quantization in Low Data Regimes with Generative Synthetic Data

"In the realm of deep neural network deployment, low-bit quantization presents a promising avenue for enhancing computational efficiency. However, it often hinges on the availability of training data to mitigate quantization errors, a significant challenge when data availability is scarce or restric…