An Empirical Study on Knowledge Transfer under Domain and Label Shifts in 3D LiDAR Point Clouds.

Siyeong Lee

Subeen Lee Siyeong Lee Namil Kim Jaesik Choi An Empirical Study on Knowledge Transfer under Domain and Label Shifts in 3D LiDAR Point Clouds. 2026 January abs/2601.07855 CoRR https://doi.org/10.48550/arXiv.2601.07855 db/journals/corr/corr2601.html#abs-2601-07855 streams/journals/corr

Mincheol Chang Siyeong Lee Jinkyu Kim Namil Kim Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/7a0f7e9d9b42b26e5bfc9ba4c6e5287c-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#ChangLKK24

Mincheol Chang Siyeong Lee Jinkyu Kim Namil Kim Just Add $100 More: Augmenting NeRF-based Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem. 2024 abs/2403.11573 CoRR https://doi.org/10.48550/arXiv.2403.11573 db/journals/corr/corr2403.html#abs-2403-11573

So Yeon Jo Siyeong Lee Namhyun Ahn Suk-Ju Kang Deep Arbitrary HDRI: Inverse Tone Mapping With Controllable Exposure Changes. 2713-2726 2022 24 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2021.3087034 db/journals/tmm/tmm24.html#JoLAK22

Kwanghee Choi Siyeong Lee Combating the instability of mutual information-based losses via regularization. 411-421 2022 UAI https://proceedings.mlr.press/v180/choi22a.html conf/uai/2022 db/conf/uai/uai2022.html#ChoiL22

Siyeong Lee So Yeon Jo Gwon Hwan An Suk-Ju Kang Learning to Generate Multi-Exposure Stacks With Cycle Consistency for High Dynamic Range Imaging. 2561-2574 2021 23 IEEE Trans. Multim. https://doi.org/10.1109/TMM.2020.3013378 db/journals/tmm/tmm23.html#LeeJAK21

Jung Hee Kim 0001 Siyeong Lee Suk-Ju Kang End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images. 1780-1788 2021 AAAI https://doi.org/10.1609/aaai.v35i2.16272 conf/aaai/2021 db/conf/aaai/aaai2021.html#KimLK21 Kyunghun Kim Yeohun Yun Keon-Woo Kang Kyeongbo Kong Siyeong Lee Suk-Ju Kang Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning. 2121-2129 2021 WACV https://doi.org/10.1109/WACV48630.2021.00217 conf/wacv/2021 db/conf/wacv/wacv2021.html#KimYKKLK21

Siyeong Lee Gwon Hwan An Joonsoo Kim Kugjin Yun Won-Sik Cheong Suk-Ju Kang Tri-level optimization-based image rectification for polydioptric cameras. 115884 2020 87 Signal Process. Image Commun. https://doi.org/10.1016/j.image.2020.115884 db/journals/spic/spic87.html#LeeAKYCK20

Seung Joon Lee Siyeong Lee Sung In Cho Suk-Ju Kang Object Detection-Based Video Retargeting With Spatial-Temporal Consistency. 4434-4439 2020 30 IEEE Trans. Circuits Syst. Video Technol. 12 https://doi.org/10.1109/TCSVT.2020.2981652 db/journals/tcsv/tcsv30.html#LeeLCK20

Jung Hee Kim 0001 Siyeong Lee So Yeon Jo Suk-Ju Kang End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images. 2020 abs/2006.15833 CoRR https://arxiv.org/abs/2006.15833 db/journals/corr/corr2006.html#abs-2006-15833

Kyunghun Kim Yeohun Yun Keon-Woo Kang Kyungbo Gong Siyeong Lee Suk-Ju Kang Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Step-By-Step Learning. 2020 abs/2010.01810 CoRR https://arxiv.org/abs/2010.01810 db/journals/corr/corr2010.html#abs-2010-01810

Kwanghee Choi Siyeong Lee Regularized Mutual Information Neural Estimation. 2020 abs/2011.07932 CoRR https://arxiv.org/abs/2011.07932 db/journals/corr/corr2011.html#abs-2011-07932

Seung Joon Lee Keon-Woo Kang Suk-Ju Kang Siyeong Lee A Decomposition Method of Object Transfiguration. 9-12 2019 SIGGRAPH Asia Technical Briefs https://doi.org/10.1145/3355088.3365151 conf/siggrapha/2019briefs db/conf/siggrapha/siggrapha2019briefs.html#LeeKKL19

Siyeong Lee Gwon Hwan An Suk-Ju Kang Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image. 49913-49924 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2868246 https://www.wikidata.org/entity/Q129206997 db/journals/access/access6.html#LeeAK18

Gwon Hwan An Yong Deok Ahn Siyeong Lee Suk-Ju Kang Perceptual brightness-based inverse tone mapping for high dynamic range imaging. 1-8 2018 54 Displays https://doi.org/10.1016/j.displa.2018.07.003 https://www.wikidata.org/entity/Q129518398 db/journals/displays/displays54.html#AnALK18

Siyeong Lee Gwon Hwan An Suk-Ju Kang Deep Recursive HDRI: Inverse Tone Mapping Using Generative Adversarial Networks. 613-628 2018 ECCV (2) https://doi.org/10.1007/978-3-030-01216-8_37 conf/eccv/2018-2 db/conf/eccv/eccv2018-2.html#LeeAK18

Siyeong Lee Gwon Hwan An Suk-Ju Kang Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image. 2018 abs/1801.06277 CoRR http://arxiv.org/abs/1801.06277 db/journals/corr/corr1801.html#abs-1801-06277

Namhyun Ahn Yong Deok Ahn Gwon Hwan An Mincheol Chang Won-Sik Cheong Sung In Cho Jaesik Choi Kwanghee Choi Kyungbo Gong So Yeon Jo Keon-Woo Kang Suk-Ju Kang Jinkyu Kim Joonsoo Kim Jung Hee Kim 0001 Kyunghun Kim Namil Kim Kyeongbo Kong Seung Joon Lee Subeen Lee Kugjin Yun Yeohun Yun