28 citations · 45 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 28 cited
Counterfactual Explanation Based on Gradual Construction for Deep Networks
Hong-Gyu Jung, Sin-Han Kang, Hee-Dong Kim +2
To understand the black-box characteristics of deep networks, counterfactual explanation that deduces not only the important features of an input space but also how those features…
cs.CV2019★ 1 cited
Interpreting Undesirable Pixels for Image Classification on Black-Box Models
Sin-Han Kang, Hong-Gyu Jung, Seong-Whan Lee
In an effort to interpret black-box models, researches for developing explanation methods have proceeded in recent years. Most studies have tried to identify input pixels that are…
cs.CV2018★ 16 cited
Learning to Globally Edit Images with Textual Description
Hai Wang, Jason D. Williams, SingBing Kang
We show how we can globally edit images using textual instructions: given a source image and a textual instruction for the edit, generate a new image transformed under this instruc…