3 papers
cs.CV2023
New Benchmarks for Asian Facial Recognition Tasks: Face Classification with Large Foundation Models
Jinwoo Seo, Soora Choi, Eungyeom Ha +2
The face classification system is an important tool for recognizing personal identity properly. This paper introduces a new Large-Scale Korean Influencer Dataset named KoIn. Our pr…
cs.CL2023
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
Jaeyoung Kim, Kyuheon Jung, Dongbin Na +3
For real-world language applications, detecting an out-of-distribution (OOD) sample is helpful to alert users or reject such unreliable samples. However, modern over-parameterized…
cs.CV2023
Self-accumulative Vision Transformer for Bone Age Assessment Using the Sauvegrain Method
Hong-Jun Choi, Dongbin Na, Kyungjin Cho +3
This study presents a novel approach to bone age assessment (BAA) using a multi-view, multi-task classification model based on the Sauvegrain method. A straightforward solution to…