Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, & Zbigniew Wojna (2016)
2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2818-2826.
DOI: https://doi.org/10.1109/cvpr.2016.308
Abstract. Introduces label smoothing as a regularisation technique that softens the one-hot targets used in classification, preventing models from becoming overconfident. The paper also presents the Inception-v3 architecture.
Tags: regularisation label-smoothing inception