22 citations · 110 across the 22 of their papers we have counts for
4 papers · 1 filter
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck
Junho Kim, Byung-Kwan Lee, Yong Man Ro
Adversarial examples, generated by carefully crafted perturbation, have attracted considerable attention in research fields. Recent works have argued that the existence of the robu…
Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading
Minsu Kim, Jeong Hun Yeo, Yong Man Ro
Recognizing speech from silent lip movement, which is called lip reading, is a challenging task due to 1) the inherent information insufficiency of lip movement to fully represent…
Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face Video
Minsu Kim, Joanna Hong, Se Jin Park +1
In this paper, we introduce a novel audio-visual multi-modal bridging framework that can utilize both audio and visual information, even with uni-modal inputs. We exploit a memory…
Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame
Youngjoon Yu, Hong Joo Lee, Hakmin Lee +1
Person detection has attracted great attention in the computer vision area and is an imperative element in human-centric computer vision. Although the predictive performances of pe…