3 citations · 5 across the 3 of their papers we have counts for
3 papers
eess.IV2023★ 2 cited
Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar
Albert W. Reed, Juhyeon Kim, Thomas Blanford +3
Synthetic aperture sonar (SAS) measures a scene from multiple views in order to increase the resolution of reconstructed imagery. Image reconstruction methods for SAS coherently co…
cs.CV2022
IBL-NeRF: Image-Based Lighting Formulation of Neural Radiance Fields
Changwoon Choi, Juhyeon Kim, Young Min Kim
We propose IBL-NeRF, which decomposes the neural radiance fields (NeRF) of large-scale indoor scenes into intrinsic components. Recent approaches further decompose the baked radian…
cs.LG2020★ 3 cited
Optimizing Large-Scale Fleet Management on a Road Network using Multi-Agent Deep Reinforcement Learning with Graph Neural Network
Juhyeon Kim, Kihyun Kim
We propose a novel approach to optimize fleet management by combining multi-agent reinforcement learning with graph neural network. To provide ride-hailing service, one needs to op…