Search Results for author: Jiyoung Kim

Found 4 papers, 1 papers with code

Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization

no code implementations12 Dec 2023 Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim

In this paper, we propose a novel USS framework called Expand-and-Quantize Unsupervised Semantic Segmentation (EQUSS), which combines the benefits of high-dimensional spaces for better clustering and product quantization for effective information compression.

Clustering Dimensionality Reduction +3

Depth-Relative Self Attention for Monocular Depth Estimation

no code implementations25 Apr 2023 Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim

Monocular depth estimation is very challenging because clues to the exact depth are incomplete in a single RGB image.

Monocular Depth Estimation

Towards Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-aided Beamforming

no code implementations6 Sep 2022 Yongjun Ahn, jinhong Kim, Seungnyun Kim, Kyuhong Shim, Jiyoung Kim, Sangtae Kim, Byonghyo Shim

Beamforming technique realized by the multiple-input-multiple-output (MIMO) antenna arrays has been widely used to compensate for the severe path loss in the millimeter wave (mmWave) bands.

Management Quantization

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