Sangwon Ha

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 5

Top Topics

Quantization Error

Multilayer Perceptron

Top Venues

Publications

Paulius Micikevicius, Dusan Stosic, Neil Burgess, Marius Cornea, Pradeep Dubey, Richard Grisenthwaite, Sangwon Ha, Alexander Heinecke, Patrick Judd, John Kamalu, Naveen Mellempudi, Stuart F. Oberman, Mohammad Shoeybi, Michael Y. Siu, Hao Wu
FP8 Formats for Deep Learning. CoRR (2022)
Lorena Qendro, Sangwon Ha, René de Jong, Partha Maji
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs. CoRR (2021)
Guoxuan Xia, Sangwon Ha, Tiago Azevedo, Partha Maji
An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks. CoRR (2021)
Jun Haeng Lee, Sangwon Ha, Saerom Choi, Won-Jo Lee, Seungwon Lee
Quantization for Rapid Deployment of Deep Neural Networks. CoRR (2018)
Hyunsun Park, Jun Haeng Lee, Youngmin Oh, Sangwon Ha, Seungwon Lee
Training Deep Neural Network in Limited Precision. CoRR (2018)