no code implementations • ICCV 2023 • Moon Ye-Bin, Jisoo Kim, Hongyeob Kim, Kilho Son, Tae-Hyun Oh
Given the hypothesis, TextManiA transfers pre-trained text representation obtained from a well-established large language encoder to a target visual feature space being learned.
1 code implementation • CVPR 2023 • Haotian Liu, Kilho Son, Jianwei Yang, Ce Liu, Jianfeng Gao, Yong Jae Lee, Chunyuan Li
Image-text contrastive learning models such as CLIP have demonstrated strong task transfer ability.
Ranked #1 on Semi-Supervised Image Classification on ImageNet - 1% labeled data (using extra training data)
no code implementations • 29 Nov 2018 • Kilho Son, Jesse Hostetler, Sek Chai
Complex image processing and computer vision systems often consist of a processing pipeline of functional modules.
no code implementations • NAACL 2018 • Sujeong Kim, David Salter, Luke DeLuccia, Kilho Son, Mohamed R. Amer, Amir Tamrakar
We demonstrate an intelligent conversational agent system designed for advancing human-machine collaborative tasks.
no code implementations • CVPR 2016 • Kilho Son, Daniel Moreno, James Hays, David B. Cooper
To reconstruct such challenging puzzles, we aim to search for piece configurations which maximize the size of consensus (i. e. grid or loop) configurations which represent a geometric consensus or agreement among pieces.
no code implementations • 8 Jan 2016 • Kilho Son, Ming-Yu Liu, Yuichi Taguchi
We use the robotic arm to automatically collect a large amount of ToF range images containing various multipath distortions.
no code implementations • CVPR 2015 • Daniel Moreno, Kilho Son, Gabriel Taubin
Several experiments are presented showing that our algorithm produces more robust and accurate 3D scanning results than state-of-the-art methods for challenging surface materials, with an equal or smaller number of projected patterns and at lower computational cost.
no code implementations • CVPR 2013 • Kilho Son, Eduardo B. Almeida, David B. Cooper
The geometric structure used are curves on the pot along which the surface had broken and the silhouette of a pot with respect to an axis, called axisprofile curve (APC).