Search Results for author: Sangjun Lee

Found 4 papers, 3 papers with code

Table2Image: Interpretable Tabular Data Classification with Realistic Image Transformations

1 code implementation9 Dec 2024 Seungeun Lee, Il-Youp Kwak, Kihwan Lee, Subin Bae, Sangjun Lee, Seulbin Lee, Seungsang Oh

Recent advancements in deep learning for tabular data have shown promise, but challenges remain in achieving interpretable and lightweight models.

Deep Learning

Fisheye-Calib-Adapter: An Easy Tool for Fisheye Camera Model Conversion

1 code implementation17 Jul 2024 Sangjun Lee

The increasing necessity for fisheye cameras in fields such as robotics and autonomous driving has led to the proposal of various fisheye camera models.

Autonomous Driving

SelecMix: Debiased Learning by Contradicting-pair Sampling

1 code implementation4 Nov 2022 Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

Experiments on standard benchmarks demonstrate the effectiveness of the method, in particular when label noise complicates the identification of bias-conflicting examples.

Deepfake Detection for Facial Images with Facemasks

no code implementations23 Feb 2022 Donggeun Ko, Sangjun Lee, Jinyong Park, Saebyeol Shin, Donghee Hong, Simon S. Woo

However, none of the suggested deepfakedetection methods assessed the performance of deepfakes withthe facemask during the pandemic crisis after the outbreak of theCovid-19.

DeepFake Detection Face Swapping +1

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