LaVR: Scene Latent Conditioned Generative Video Trajectory Re-Rendering using Large 4D Reconstruction Models.

Seonghyeon Nam

Mingyang Xie Numair Khan Tianfu Wang 0007 Naina Dhingra Seonghyeon Nam Haitao Yang Zhuo Hui Christopher Metzler Andrea Vedaldi Hamed Pirsiavash Lei Luo LaVR: Scene Latent Conditioned Generative Video Trajectory Re-Rendering using Large 4D Reconstruction Models. 2026 January abs/2601.14674 CoRR https://doi.org/10.48550/arXiv.2601.14674 db/journals/corr/corr2601.html#abs-2601-14674 streams/journals/corr

Seonghyeon Nam Minseong Kim Bogwan Kim Deokyong Kim Min-Ho Seo Myungho Lee Exploring How Prior Knowledge and Presence Shape Transfer of a Reversed Size-Weight Illusion From Virtual to Real. 40:1-40:10 2025 VRST https://doi.org/10.1145/3756884.3765985 conf/vrst/2025 db/conf/vrst/vrst2025.html#NamKKKSL25 Hyunyoung Jung 0001 Seonghyeon Nam Nikolaos Sarafianos Sungjoo Yoo Alexander Sorkine-Hornung Rakesh Ranjan Geometry Transfer for Stylizing Radiance Fields. 8565-8575 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.00818 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#0001NSYSR24

Hyunyoung Jung 0001 Seonghyeon Nam Nikolaos Sarafianos Sungjoo Yoo Alexander Sorkine-Hornung Rakesh Ranjan Geometry Transfer for Stylizing Radiance Fields. 2024 abs/2402.00863 CoRR https://doi.org/10.48550/arXiv.2402.00863 db/journals/corr/corr2402.html#abs-2402-00863

Mohsen Moslehpour Yichao Lu Pierce Chuang Ashish Shenoy Debojeet Chatterjee Abhay Harpale Srihari Jayakumar Vikas Bhardwaj Seonghyeon Nam Anuj Kumar EgoQR: Efficient QR Code Reading in Egocentric Settings. 2024 abs/2410.05497 CoRR https://doi.org/10.48550/arXiv.2410.05497 db/journals/corr/corr2410.html#abs-2410-05497 streams/journals/corr

Ziyu Wan Christian Richardt Aljaz Bozic Chao Li Vijay Rengarajan Seonghyeon Nam Xiaoyu Xiang Tuotuo Li Bo Zhu 0011 Rakesh Ranjan Jing Liao 0001 Learning Neural Duplex Radiance Fields for Real-Time View Synthesis. 8307-8316 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00803 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#WanRBLRNXLZR023

Ziyu Wan Christian Richardt Aljaz Bozic Chao Li Vijay Rengarajan Seonghyeon Nam Xiaoyu Xiang Tuotuo Li Bo Zhu 0011 Rakesh Ranjan Jing Liao 0001 Learning Neural Duplex Radiance Fields for Real-Time View Synthesis. 2023 abs/2304.10537 CoRR https://doi.org/10.48550/arXiv.2304.10537 db/journals/corr/corr2304.html#abs-2304-10537

Young Hwi Kim Seonghyeon Nam Seon Joo Kim 2PESNet: Towards online processing of temporal action localization. 108871 2022 131 Pattern Recognit. https://doi.org/10.1016/j.patcog.2022.108871 db/journals/pr/pr131.html#KimNK22

Seonghyeon Nam Abhijith Punnappurath Marcus A. Brubaker Michael S. Brown Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata. 17683-17692 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01718 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#NamPBB22 Seonghyeon Nam Marcus A. Brubaker Michael S. Brown Neural Image Representations for Multi-image Fusion and Layer Separation. 216-232 2022 ECCV (7) https://doi.org/10.1007/978-3-031-20071-7_13 conf/eccv/2022-7 db/conf/eccv/eccv2022-7.html#NamBB22 Sejong Yang Subin Jeon Seonghyeon Nam Seon Joo Kim Dense Interspecies Face Embedding. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/d71a4a6c796cacd9b8a298589943cdf3-Abstract-Conference.html db/conf/nips/neurips2022.html#YangJNK22

Seonghyeon Nam Abhijith Punnappurath Marcus A. Brubaker Michael S. Brown Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata. 2022 abs/2206.01813 CoRR https://doi.org/10.48550/arXiv.2206.01813 db/journals/corr/corr2206.html#abs-2206-01813

Gyeongmin Choe Beibei Du Seonghyeon Nam Xiaoyu Xiang Bo Zhu 0011 Rakesh Ranjan FSID: Fully Synthetic Image Denoising via Procedural Scene Generation. 2022 abs/2212.03961 CoRR https://doi.org/10.48550/arXiv.2212.03961 db/journals/corr/corr2212.html#abs-2212-03961

Young Hwi Kim Seonghyeon Nam Seon Joo Kim Temporally smooth online action detection using cycle-consistent future anticipation. 107954 2021 116 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.107954 db/journals/pr/pr116.html#KimNK21

Dongyoung Kim Jinwoo Kim 0007 Seonghyeon Nam Dongwoo Lee Yeonkyung Lee Nahyup Kang Hyong-Euk Lee ByungIn Yoo Jae-Joon Han Seon Joo Kim Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm under Mixed Illumination. 2390-2399 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00241 conf/iccv/2021 db/conf/iccv/iccv2021.html#KimKNLLKLYHK21

Young Hwi Kim Seonghyeon Nam Seon Joo Kim Temporally smooth online action detection using cycle-consistent future anticipation. 2021 abs/2104.08030 CoRR https://arxiv.org/abs/2104.08030 db/journals/corr/corr2104.html#abs-2104-08030

Seonghyeon Nam Marcus A. Brubaker Michael S. Brown Neural Image Representations for Multi-Image Fusion and Layer Separation. 2021 abs/2108.01199 CoRR https://arxiv.org/abs/2108.01199 db/journals/corr/corr2108.html#abs-2108-01199

Subin Jeon Seonghyeon Nam Seoung Wug Oh Seon Joo Kim Cross-Identity Motion Transfer for Arbitrary Objects Through Pose-Attentive Video Reassembling. 292-308 2020 ECCV (24) https://doi.org/10.1007/978-3-030-58586-0_18 conf/eccv/2020-24 db/conf/eccv/eccv2020-24.html#JeonNOK20

Younghyun Jo Jaeyeon Kang Seoung Wug Oh Seonghyeon Nam Peter Vajda Seon Joo Kim Learning the Loss Functions in a Discriminative Space for Video Restoration. 2020 abs/2003.09124 CoRR https://arxiv.org/abs/2003.09124 db/journals/corr/corr2003.html#abs-2003-09124

Subin Jeon Seonghyeon Nam Seoung Wug Oh Seon Joo Kim Cross-Identity Motion Transfer for Arbitrary Objects through Pose-Attentive Video Reassembling. 2020 abs/2007.08786 CoRR https://arxiv.org/abs/2007.08786 db/journals/corr/corr2007.html#abs-2007-08786

Seonghyeon Nam Chongyang Ma Menglei Chai William Brendel Ning Xu 0007 Seon Joo Kim End-To-End Time-Lapse Video Synthesis From a Single Outdoor Image. 1409-1418 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Nam_End-To-End_Time-Lapse_Video_Synthesis_From_a_Single_Outdoor_Image_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00150 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#NamMCBXK19 Yunji Kim Seonghyeon Nam In Cho Seon Joo Kim Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction. 3809-3819 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/801272ee79cfde7fa5960571fee36b9b-Abstract.html http://papers.nips.cc/paper/8637-unsupervised-keypoint-learning-for-guiding-class-conditional-video-prediction conf/nips/2019 db/conf/nips/nips2019.html#KimNCK19

Seonghyeon Nam Chongyang Ma Menglei Chai William Brendel Ning Xu 0007 Seon Joo Kim End-to-End Time-Lapse Video Synthesis from a Single Outdoor Image. 2019 abs/1904.00680 CoRR http://arxiv.org/abs/1904.00680 db/journals/corr/corr1904.html#abs-1904-00680

Yunji Kim Seonghyeon Nam In Cho Seon Joo Kim Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction. 2019 abs/1910.02027 CoRR http://arxiv.org/abs/1910.02027 db/journals/corr/corr1910.html#abs-1910-02027

Seonghyeon Nam Yunji Kim Seon Joo Kim Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language. 42-51 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/d645920e395fedad7bbbed0eca3fe2e0-Abstract.html http://papers.nips.cc/paper/7290-text-adaptive-generative-adversarial-networks-manipulating-images-with-natural-language conf/nips/2018 db/conf/nips/nips2018.html#NamKK18

Seonghyeon Nam Yunji Kim Seon Joo Kim Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language. 2018 abs/1810.11919 CoRR http://arxiv.org/abs/1810.11919 db/journals/corr/corr1810.html#abs-1810-11919

Seonghyeon Nam Seon Joo Kim Modelling the Scene Dependent Imaging in Cameras with a Deep Neural Network. 1726-1734 2017 ICCV https://doi.org/10.1109/ICCV.2017.190 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.190 conf/iccv/2017 db/conf/iccv/iccv2017.html#NamK17

Seonghyeon Nam Seon Joo Kim Deep Semantics-Aware Photo Adjustment. 2017 abs/1706.08260 CoRR http://arxiv.org/abs/1706.08260 db/journals/corr/corr1706.html#NamK17

Seonghyeon Nam Seon Joo Kim Modelling the Scene Dependent Imaging in Cameras with a Deep Neural Network. 2017 abs/1707.08350 CoRR http://arxiv.org/abs/1707.08350 db/journals/corr/corr1707.html#NamK17aa

Seonghyeon Nam Youngbae Hwang Yasuyuki Matsushita Seon Joo Kim A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising. 1683-1691 2016 CVPR https://doi.org/10.1109/CVPR.2016.186 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.186 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#NamHMK16 Vikas Bhardwaj Aljaz Bozic William Brendel Michael S. Brown Marcus A. Brubaker Menglei Chai Debojeet Chatterjee In Cho Gyeongmin Choe Pierce Chuang Naina Dhingra Beibei Du Jae-Joon Han Abhay Harpale Zhuo Hui Youngbae Hwang Srihari Jayakumar Subin Jeon Younghyun Jo Hyunyoung Jung 0001 Jaeyeon Kang Nahyup Kang Numair Khan Bogwan Kim Deokyong Kim Dongyoung Kim Jinwoo Kim 0007 Minseong Kim Seon Joo Kim Young Hwi Kim Yunji Kim Anuj Kumar Dongwoo Lee Hyong-Euk Lee Myungho Lee Yeonkyung Lee Chao Li Tuotuo Li Jing Liao 0001 Yichao Lu Lei Luo Chongyang Ma Yasuyuki Matsushita Christopher Metzler Mohsen Moslehpour Seoung Wug Oh Hamed Pirsiavash Abhijith Punnappurath Rakesh Ranjan Vijay Rengarajan Christian Richardt Nikolaos Sarafianos Min-Ho Seo Ashish Shenoy Alexander Sorkine-Hornung Peter Vajda Andrea Vedaldi Ziyu Wan Tianfu Wang 0007 Xiaoyu Xiang Mingyang Xie Ning Xu 0007 Haitao Yang Sejong Yang ByungIn Yoo Sungjoo Yoo Bo Zhu 0011