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OpenStreetMap-based LiDAR Global Localization in Urban Environment without a Prior LiDAR Map



Younghun Cho , Giseop Kim , Sangmin Lee , Jee-Hwan Ryu


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Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks



Sangmin Lee , Byeongsu Sim , Jong Chul Ye


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Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images



Hak Gu Kim , Minho Park , Sangmin Lee , Seongyeop Kim , Yong Man Ro

* AAAI 2021 

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Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents



Hak Gu Kim , Sangmin Lee , Seongyeop Kim , Heoun-taek Lim , Yong Man Ro

* AAAI 2021 

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Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning



Sangmin Lee , Hak Gu Kim , Dae Hwi Choi , Hyung-Il Kim , Yong Man Ro

* CVPR 2021 (Oral) 

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Two-stage Textual Knowledge Distillation to Speech Encoder for Spoken Language Understanding



Seongbin Kim , Gyuwan Kim , Seongjin Shin , Sangmin Lee

* Preprint; 5 pages, 1 figure 

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Explaining Convolutional Neural Networks through Attribution-Based Input Sampling and Block-Wise Feature Aggregation



Sam Sattarzadeh , Mahesh Sudhakar , Anthony Lem , Shervin Mehryar , K. N. Plataniotis , Jongseong Jang , Hyunwoo Kim , Yeonjeong Jeong , Sangmin Lee , Kyunghoon Bae

* 9 pages, 9 figures 

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Comprehensive Facial Expression Synthesis using Human-Interpretable Language



Joanna Hong , Jung Uk Kim , Sangmin Lee , Yong Man Ro

* ICIP 2020 

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STAN: Spatio-Temporal Adversarial Networks for Abnormal Event Detection



Sangmin Lee , Hak Gu Kim , Yong Man Ro

* ICASSP 2018 

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Dynamics Transfer GAN: Generating Video by Transferring Arbitrary Temporal Dynamics from a Source Video to a Single Target Image



Wissam J. Baddar , Geonmo Gu , Sangmin Lee , Yong Man Ro


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