2 code implementations • ECCV 2020 • Minchul Kim, Jongchan Park, Seil Na, Chang Min Park, Donggeun Yoo
Current methods for solving this task exploit various characteristics of the chest X-ray image, but one of the most important characteristics is still missing: the necessity of comparison between related regions in an image.
1 code implementation • ICLR 2019 • Seil Na, Yo Joong Choe, Dong-Hyun Lee, Gunhee Kim
Although deep convolutional networks have achieved improved performance in many natural language tasks, they have been treated as black boxes because they are difficult to interpret.
1 code implementation • ICCV 2017 • Seil Na, Sang-ho Lee, Ji-Sung Kim, Gunhee Kim
We propose a novel memory network model named Read-Write Memory Network (RWMN) to perform question and answering tasks for large-scale, multimodal movie story understanding.
Ranked #3 on Video Story QA on MovieQA
1 code implementation • 24 Jun 2017 • Seil Na, Youngjae Yu, Sang-ho Lee, Ji-Sung Kim, Gunhee Kim
YouTube-8M is the largest video dataset for multi-label video classification.