Posts by Collection

portfolio

publications

Optimization-based Post-training Quantization with Bit-split and Stitching

Published in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022

This is an extention of our BitSplit method published in ICML 2020. We add extensive theoretical and experimental analysis and compare with more recent SOTA methods. Importantly, we analyze the effect of calibration set on the performance of Post-training Network Quantization, which is widely ignored by previous works.

Recommended citation: https://ieeexplore.ieee.org/document/9735379

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.