Search Results for author: Jaeseok Choi

Found 3 papers, 2 papers with code

VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception

1 code implementation • 3 Aug 2023 • Jiyoung Lee, Seungho Kim, Seunghyun Won, Joonseok Lee, Marzyeh Ghassemi, James Thorne, Jaeseok Choi, O-Kil Kwon, Edward Choi

In this paper, we focus on the models' visual perception alignment with humans, further referred to as AI-human visual alignment.

Image Classification

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Part-Aware Data Augmentation for 3D Object Detection in Point Cloud

1 code implementation • 27 Jul 2020 • Jaeseok Choi, Yeji Song, Nojun Kwak

In this paper, we propose part-aware data augmentation (PA-AUG) that can better utilize rich information of 3D label to enhance the performance of 3D object detectors.

3D Object Detection Data Augmentation +1

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Genetic-Gated Networks for Deep Reinforcement Learning

no code implementations • NeurIPS 2018 • Simyung Chang, John Yang, Jaeseok Choi, Nojun Kwak

We introduce the Genetic-Gated Networks (G2Ns), simple neural networks that combine a gate vector composed of binary genetic genes in the hidden layer(s) of networks.

reinforcement-learning Reinforcement Learning (RL)

Paper
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