3 papers
eess.SP2024
MIMO Detection under Hardware Impairments: Data Augmentation With Boosting
Yujin Kang, Seunghyun Jeon, Junyong Shin +2
This paper addresses a data detection problem for multiple-input multiple-output (MIMO) communication systems with hardware impairments. To facilitate maximum likelihood (ML) data…
cs.LG2019
Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps
Beomsu Kim, Junghoon Seo, SeungHyun Jeon +3
Saliency Map, the gradient of the score function with respect to the input, is the most basic technique for interpreting deep neural network decisions. However, saliency maps are o…
cs.CV2018
Domain Adaptive Generation of Aircraft on Satellite Imagery via Simulated and Unsupervised Learning
Junghoon Seo, Seunghyun Jeon, Taegyun Jeon
Object detection and classification for aircraft are the most important tasks in the satellite image analysis. The success of modern detection and classification methods has been b…