Charbel Sakr, Steve Dai, Rangharajan Venkatesan, Brian Zimmer, William J. Dally, Brucek Khailany. Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 19123-19138, PMLR, 2022. [doi]
@inproceedings{SakrDVZDK22, title = {Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training}, author = {Charbel Sakr and Steve Dai and Rangharajan Venkatesan and Brian Zimmer and William J. Dally and Brucek Khailany}, year = {2022}, url = {https://proceedings.mlr.press/v162/sakr22a.html}, researchr = {https://researchr.org/publication/SakrDVZDK22}, cites = {0}, citedby = {0}, pages = {19123-19138}, booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA}, editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato}, volume = {162}, series = {Proceedings of Machine Learning Research}, publisher = {PMLR}, }