1 code implementation • Access 2024 • Yeong Woo Kim, Wonjun Kim
In this paper, we propose a novel class activation scheme that is able to uniformly highlight the whole object region.
Ranked #22 on Weakly-Supervised Semantic Segmentation on COCO 2014 val
1 code implementation • CVPR 2023 • Jeonghwan Kim, Mi-Gyeong Gwon, Hyunwoo Park, Hyukmin Kwon, Gi-Mun Um, Wonjun Kim
Even though those approaches have shown the remarkable progress in 3D human mesh reconstruction, it is still difficult to directly infer the relationship between features, which are encoded from the 2D input image, and 3D coordinates of each vertex.
Ranked #19 on Monocular 3D Human Pose Estimation on Human3.6M (using extra training data)
no code implementations • 5 Sep 2022 • Wonjun Kim, Yongjun Ahn, jinhong Kim, Byonghyo Shim
Deep learning (DL), a branch of artificial intelligence (AI) techniques, has shown great promise in various disciplines such as image classification and segmentation, speech recognition, language translation, among others.
1 code implementation • 8 Jan 2021 • Minsoo Song, Seokjae Lim, Wonjun Kim
To resolve this problem, we propose a simple but effective scheme by incorporating the Laplacian pyramid into the decoder architecture.
Ranked #32 on Monocular Depth Estimation on KITTI Eigen split