no code implementations • 1 Jan 2021 • Junsoo Ha, Gunhee Kim
As multi-agent systems proliferate in machine learning research, games have attracted much attention as a framework to understand optimization of multiple interacting objectives.
1 code implementation • ICLR 2020 • Soochan Lee, Junsoo Ha, Dongsu Zhang, Gunhee Kim
Despite the growing interest in continual learning, most of its contemporary works have been studied in a rather restricted setting where tasks are clearly distinguishable, and task boundaries are known during training.
no code implementations • ICLR 2019 • Soochan Lee, Junsoo Ha, Gunhee Kim
Recent advances in conditional image generation tasks, such as image-to-image translation and image inpainting, are largely accounted to the success of conditional GAN models, which are often optimized by the joint use of the GAN loss with the reconstruction loss.