1 code implementation • 13 Nov 2022 • TaeHoon Kim, Mark Marsden, Pyunghwan Ahn, Sangyun Kim, Sihaeng Lee, Alessandra Sala, Seung Hwan Kim
However, we find that large-scale bidirectional training between image and text enables zero-shot image captioning.
1 code implementation • 4 Feb 2022 • Pyunghwan Ahn, JuYoung Yang, Eojindl Yi, Chanho Lee, Junmo Kim
Point branch consists of MLPs, while projection branch transforms point features into a 2D feature map and then apply 2D convolutions.
no code implementations • ICCV 2021 • JuYoung Yang, Pyunghwan Ahn, Doyeon Kim, Haeil Lee, Junmo Kim
With the development of 3D scanning technologies, 3D vision tasks have become a popular research area.
Ranked #6 on 3D Point Cloud Linear Classification on ModelNet40
3D Point Cloud Linear Classification Point cloud reconstruction
no code implementations • 2 Nov 2020 • JuYoung Yang, Chanho Lee, Pyunghwan Ahn, Haeil Lee, Eojindl Yi, Junmo Kim
In this paper, we propose a simple and efficient architecture named point projection and back-projection network (PBP-Net), which leverages 2D CNNs for the 3D point cloud segmentation.
no code implementations • 3 Dec 2019 • Hyeong Gwon Hong, Pyunghwan Ahn, Junmo Kim
Transferrable neural architecture search can be viewed as a binary optimization problem where a single optimal path should be selected among candidate paths in each edge within the repeated cell block of the directed a cyclic graph form.