no code implementations • 20 Sep 2020 • Byung-Ju Choi, Jimin Hong, David Keetae Park, Sang Wan Lee
Despite recent advances in neural text generation, encoding the rich diversity in human language remains elusive.
no code implementations • 9 Jun 2019 • Wonwoong Cho, Seunghwan Choi, Junwoo Park, David Keetae Park, Tao Qin, Jaegul Choo
First, those methods extract style from an entire exemplar which includes noisy information, which impedes a translation model from properly extracting the intended style of the exemplar.
1 code implementation • ICLR 2019 • Wonwoong Cho, Seunghwan Choi, Junwoo Park, David Keetae Park, Tao Qin, Jaegul Choo
Recently, image-to-image translation has seen a significant success.
2 code implementations • CVPR 2019 • Wonwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo
However, applying this approach in image translation is computationally intensive and error-prone due to the expensive time complexity and its non-trivial backpropagation.
no code implementations • 13 Nov 2018 • Sungmin Kang, David Keetae Park, Jaehyuk Chang, Jaegul Choo
Questions convey information about the questioner, namely what one does not know.
no code implementations • 20 Jul 2018 • Minjeong Kim, David Keetae Park, Hyungjong Noh, Yeonsoo Lee, Jaegul Choo
Machine comprehension question answering, which finds an answer to the question given a passage, involves high-level reasoning processes of understanding and tracking the relevant contents across various semantic units such as words, phrases, and sentences in a document.
no code implementations • 7 May 2018 • David Keetae Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, Noseong Park
Recently, generative adversarial networks (GANs) have shown promising performance in generating realistic images.