papers
Publications (5)
cs.NE2018
Training Deep Neural Network in Limited Precision
Hyunsun Park, Jun Haeng Lee, Youngmin Oh +2
cs.LG2022
FP8 Formats for Deep Learning
Paulius Micikevicius, Dusan Stosic, Neil Burgess +12
cs.LG2021
An Underexplored Dilemma between Confidence and Calibration in Quantized Neural Networks
Guoxuan Xia, Sangwon Ha, Tiago Azevedo +1
cs.NE2018
Quantization for Rapid Deployment of Deep Neural Networks
Jun Haeng Lee, Sangwon Ha, Saerom Choi +2
cs.LG2021
Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs
Lorena Qendro, Sangwon Ha, René de Jong +1