no code implementations • 12 Aug 2024 • Eunsoo Im, Changhyun Jee, Jung Kwon Lee
Person detection and tracking (PDT) has seen significant advancements with 2D camera-based systems in the autonomous vehicle field, leading to widespread adoption of these algorithms.
no code implementations • 11 Jun 2018 • Jaehong Kim, Sangyeul Lee, Sungwan Kim, Moonsu Cha, Jung Kwon Lee, Youngduck Choi, Yongseok Choi, Dong-Yeon Cho, Jiwon Kim
Fully automating machine learning pipelines is one of the key challenges of current artificial intelligence research, since practical machine learning often requires costly and time-consuming human-powered processes such as model design, algorithm development, and hyperparameter tuning.
5 code implementations • NeurIPS 2017 • Hanul Shin, Jung Kwon Lee, Jaehong Kim, Jiwon Kim
Attempts to train a comprehensive artificial intelligence capable of solving multiple tasks have been impeded by a chronic problem called catastrophic forgetting.
19 code implementations • ICML 2017 • Taeksoo Kim, Moonsu Cha, Hyunsoo Kim, Jung Kwon Lee, Jiwon Kim
While humans easily recognize relations between data from different domains without any supervision, learning to automatically discover them is in general very challenging and needs many ground-truth pairs that illustrate the relations.
Ranked #10 on
Facial Expression Translation
on CelebA
1 code implementation • CVPR 2016 • Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee
We propose an image super-resolution method (SR) using a deeply-recursive convolutional network (DRCN).
Ranked #28 on
Image Super-Resolution
on Urban100 - 2x upscaling
8 code implementations • CVPR 2016 • Jiwon Kim, Jung Kwon Lee, Kyoung Mu Lee
We present a highly accurate single-image super-resolution (SR) method.
Ranked #4 on
Image Super-Resolution
on WebFace - 8x upscaling