Kim, Seon Joo

66 publications

ICML 2025 Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee

ICCV 2025 CARIM: Caption-Based Autonomous Driving Scene Retrieval via Inclusive Text Matching Minjoo Ki, Daejung Kim, Kisung Kim, Seon Joo Kim, Jinhan Lee

ICCV 2025 CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy Dongyoung Kim, Mahmoud Afifi, Dongyun Kim, Michael S. Brown, Seon Joo Kim

ICCV 2025 ExploreGS: Explorable 3D Scene Reconstruction with Virtual Camera Samplings and Diffusion Priors Minsu Kim, Subin Jeon, In Cho, Mijin Yoo, Seon Joo Kim

WACV 2025 Exploring Scalability of Self-Training for Open-Vocabulary Temporal Action Localization Jeongseok Hyun, Su Ho Han, Hyolim Kang, Joon-Young Lee, Seon Joo Kim

TMLR 2025 GenOL: Generating Diverse Examples for Name-Only Online Learning Minhyuk Seo, Seongwon Cho, Minjae Lee, Diganta Misra, Hyeonbeom Choi, Seon Joo Kim, Jonghyun Choi

CVPR 2025 Latent Space Super-Resolution for Higher-Resolution Image Generation with Diffusion Models Jinho Jeong, Sangmin Han, Jinwoo Kim, Seon Joo Kim

ICCV 2025 Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Kim, Minho Shim

CVPR 2025 ORIDa: Object-Centric Real-World Image Composition Dataset Jinwoo Kim, Sangmin Han, Jinho Jeong, Jiwoo Choi, Dongyeoung Kim, Seon Joo Kim

CVPR 2025 Omni-RGPT: Unifying Image and Video Region-Level Understanding via Token Marks Miran Heo, Min-Hung Chen, De-An Huang, Sifei Liu, Subhashree Radhakrishnan, Seon Joo Kim, Yu-Chiang Frank Wang, Ryo Hachiuma

ICCV 2025 Open-Ended Hierarchical Streaming Video Understanding with Vision Language Models Hyolim Kang, Yunsu Park, Youngbeom Yoo, Yeeun Choi, Seon Joo Kim

ICCV 2025 Representing 3D Shapes with 64 Latent Vectors for 3D Diffusion Models In Cho, Youngbeom Yoo, Subin Jeon, Seon Joo Kim

AAAI 2025 Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation Miran Heo, Seoung Wug Oh, Seon Joo Kim, Joon-Young Lee

ICCV 2025 Seam360GS: Seamless 360deg Gaussian Splatting from Real-World Omnidirectional Images Changha Shin, Woong Oh Cho, Seon Joo Kim

CoRL 2025 UniSkill: Imitating Human Videos via Cross-Embodiment Skill Representations Hanjung Kim, Jaehyun Kang, Hyolim Kang, Meedeum Cho, Seon Joo Kim, Youngwoon Lee

ICLRW 2025 Visual Fidelity vs. Robustness: Trade-Off Analysis of Image Adversarial Watermark Mitigated by SSIM Loss Jiwoo Choi, Jinwoo Kim, Sejong Yang, Seon Joo Kim

ECCVW 2024 AIM 2024 Challenge on UHD Blind Photo Quality Assessment Vlad Hosu, Marcos V. Conde, Lorenzo Agnolucci, Nabajeet Barman, Saman Zadtootaghaj, Radu Timofte, Wei Sun, Weixia Zhang, Yuqin Cao, Linhan Cao, Jun Jia, Zijian Chen, Zicheng Zhang, Xiongkuo Min, Guangtao Zhai, Songbai Tan, Lixin Zhang, Guanghui Yue, Daekyu Kwon, Dongyoung Kim, Seon Joo Kim, Yunchen Zhang, Xiangkai Xu, Hong Gao, Yiming Bao, Ji Shi, Xiugang Dong, Xiangsheng Zhou, Yaofeng Tu, Zewen Chen, Shunhan Xu, Haochen Guo, Yun Zeng, Shuai Liu, Jian Guo, Juan Wang, Bing Li, Dehua Liu, Hesong Liu, Grigory Malivenko, Asile Gerek, Xingyuan Ma, Cheng Li, Joonhee Lee, Junseo Bang, Se Young Chun

ECCV 2024 Accelerating Image Super-Resolution Networks with Pixel-Level Classification Jinho Jeong, Jinwoo Kim, Younghyun Jo, Seon Joo Kim

ECCV 2024 ActionSwitch: Class-Agnostic Detection of Simultaneous Actions in Streaming Videos Hyolim Kang, Jeongseok Hyun, Joungbin An, Youngjae Yu, Seon Joo Kim

CVPR 2024 Attentive Illumination Decomposition Model for Multi-Illuminant White Balancing Dongyoung Kim, Jinwoo Kim, Junsang Yu, Seon Joo Kim

ECCV 2024 Domain Reduction Strategy for Non-Line-of-Sight Imaging Hyunbo Shim, In Cho, Daekyu Kwon, Seon Joo Kim

ECCV 2024 Hierarchically Structured Neural Bones for Reconstructing Animatable Objects from Casual Videos Subin Jeon, In Cho, Minsu Kim, Woong Oh Cho, Seon Joo Kim

ECCV 2024 Learning to Enhance Aperture Phasor Field for Non-Line-of-Sight Imaging In Cho, Hyunbo Shim, Seon Joo Kim

ECCV 2024 VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement Hanjung Kim, Jaehyun Kang, Miran Heo, Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim

CVPR 2023 A Generalized Framework for Video Instance Segmentation Miran Heo, Sukjun Hwang, Jeongseok Hyun, Hanjung Kim, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

ICCV 2023 MiniROAD: Minimal RNN Framework for Online Action Detection Joungbin An, Hyolim Kang, Su Ho Han, Ming-Hsuan Yang, Seon Joo Kim

CVPR 2023 Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning Jinwoo Kim, Janghyuk Choi, Ho-Jin Choi, Seon Joo Kim

CVPR 2023 Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization Tasks Hyolim Kang, Hanjung Kim, Joungbin An, Minsu Cho, Seon Joo Kim

ECCV 2022 A Sliding Window Scheme for Online Temporal Action Localization Young Hwi Kim, Hyolim Kang, Seon Joo Kim

CVPR 2022 Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim

NeurIPS 2022 ComMU: Dataset for Combinatorial Music Generation Hyun Lee, Taehyun Kim, Hyolim Kang, Minjoo Ki, Hyeonchan Hwang, Kwanho Park, Sharang Han, Seon Joo Kim

NeurIPS 2022 Dense Interspecies Face Embedding Sejong Yang, Subin Jeon, Seonghyeon Nam, Seon Joo Kim

ECCV 2022 Error Compensation Framework for Flow-Guided Video Inpainting Jaeyeon Kang, Seoung Wug Oh, Seon Joo Kim

CVPRW 2022 Integrating Pose and Mask Predictions for Multi-Person in Videos Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

WACV 2022 Single-Shot Path Integrated Panoptic Segmentation Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim

CVPR 2022 UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection Hyolim Kang, Jinwoo Kim, Taehyun Kim, Seon Joo Kim

CVPR 2022 VISOLO: Grid-Based Space-Time Aggregation for Efficient Online Video Instance Segmentation Su Ho Han, Sukjun Hwang, Seoung Wug Oh, Yeonchool Park, Hyunwoo Kim, Min-Jung Kim, Seon Joo Kim

NeurIPS 2022 VITA: Video Instance Segmentation via Object Token Association Miran Heo, Sukjun Hwang, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

ICCV 2021 CAG-QIL: Context-Aware Actionness Grouping via Q Imitation Learning for Online Temporal Action Localization Hyolim Kang, Kyungmin Kim, Yumin Ko, Seon Joo Kim

ICCV 2021 Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination Dongyoung Kim, Jinwoo Kim, Seonghyeon Nam, Dongwoo Lee, Yeonkyung Lee, Nahyup Kang, Hyong-Euk Lee, ByungIn Yoo, Jae-Joon Han, Seon Joo Kim

CVPR 2021 Polygonal Point Set Tracking Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim

CVPR 2021 Practical Single-Image Super-Resolution Using Look-up Table Younghyun Jo, Seon Joo Kim

CVPRW 2021 Rethinking the Self-Attention in Vision Transformers Kyungmin Kim, Bichen Wu, Xiaoliang Dai, Peizhao Zhang, Zhicheng Yan, Peter Vajda, Seon Joo Kim

CVPRW 2021 SRFlow-DA: Super-Resolution Using Normalizing Flow with Deep Convolutional Block Younghyun Jo, Sejong Yang, Seon Joo Kim

CVPR 2021 Tackling the Ill-Posedness of Super-Resolution Through Adaptive Target Generation Younghyun Jo, Seoung Wug Oh, Peter Vajda, Seon Joo Kim

NeurIPS 2021 Video Instance Segmentation Using Inter-Frame Communication Transformers Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim

ECCV 2020 Cross-Identity Motion Transfer for Arbitrary Objects Through Pose-Attentive Video Reassembling Subin Jeon, Seonghyeon Nam, Seoung Wug Oh, Seon Joo Kim

ECCV 2020 Deep Space-Time Video Upsampling Networks Jaeyeon Kang, Younghyun Jo, Seoung Wug Oh, Peter Vajda, Seon Joo Kim

CVPRW 2020 Investigating Loss Functions for Extreme Super-Resolution Younghyun Jo, Sejong Yang, Seon Joo Kim

CVPRW 2020 NTIRE 2020 Challenge on Perceptual Extreme Super-Resolution: Methods and Results Kai Zhang, Shuhang Gu, Radu Timofte, Taizhang Shang, Qiuju Dai, Shengchen Zhu, Tong Yang, Yandong Guo, Younghyun Jo, Sejong Yang, Seon Joo Kim, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Jing Liu, Kwangjin Yoon, Taegyun Jeon, Kazutoshi Akita, Takeru Ooba, Norimichi Ukita, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Dongliang He, Wenhao Wu, Yukang Ding, Chao Li, Fu Li, Shilei Wen, Jianwei Li, Fuzhi Yang, Huan Yang, Jianlong Fu, Byung-Hoon Kim, JaeHyun Baek, Jong Chul Ye, Yuchen Fan, Thomas S. Huang, Junyeop Lee, Bokyeung Lee, Jungki Min, Gwantae Kim, Kanghyu Lee, Jaihyun Park, Mykola Mykhailych, Haoyu Zhong, Yukai Shi, Xiaojun Yang, Zhijing Yang, Liang Lin, Tongtong Zhao, Jinjia Peng, Huibing Wang, Zhi Jin, Jiahao Wu, Yifu Chen, Chenming Shang, Huanrong Zhang, Jeongki Min, P. S Hrishikesh, Densen Puthussery, C. V. Jiji

NeurIPS 2019 Unsupervised Keypoint Learning for Guiding Class-Conditional Video Prediction Yunji Kim, Seonghyeon Nam, In Cho, Seon Joo Kim

NeurIPS 2018 Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam, Yunji Kim, Seon Joo Kim

ICCV 2017 Modelling the Scene Dependent Imaging in Cameras with a Deep Neural Network Seonghyeon Nam, Seon Joo Kim

CVPR 2016 A Holistic Approach to Cross-Channel Image Noise Modeling and Its Application to Image Denoising Seonghyeon Nam, Youngbae Hwang, Yasuyuki Matsushita, Seon Joo Kim

CVPR 2016 Do It Yourself Hyperspectral Imaging with Everyday Digital Cameras Seoung Wug Oh, Michael S. Brown, Marc Pollefeys, Seon Joo Kim

ICCV 2015 Complementary Sets of Shutter Sequences for Motion Deblurring Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon

CVPR 2014 Color Transfer Using Probabilistic Moving Least Squares Youngbae Hwang, Joon-Young Lee, In So Kweon, Seon Joo Kim

ICCV 2013 Fluttering Pattern Generation Using Modified Legendre Sequence for Coded Exposure Imaging Hae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim, In So Kweon

CVPR 2012 Nonlinear Camera Response Functions and Image Deblurring Sunyeong Kim, Yu-Wing Tai, Seon Joo Kim, Michael S. Brown, Yasuyuki Matsushita

ECCV 2012 Nonuniform Lattice Regression for Modeling the Camera Imaging Pipeline Hai Ting Lin, Zheng Lu, Seon Joo Kim, Michael S. Brown

CVPR 2011 Constructing Image Panoramas Using Dual-Homography Warping Junhong Gao, Seon Joo Kim, Michael S. Brown

ICCV 2011 Revisiting Radiometric Calibration for Color Computer Vision Hai Ting Lin, Seon Joo Kim, Sabine Süsstrunk, Michael S. Brown

ECCV 2010 Colorization for Single Image Super Resolution Shuaicheng Liu, Michael S. Brown, Seon Joo Kim, Yu-Wing Tai

CVPR 2008 Radiometric Calibration with Illumination Change for Outdoor Scene Analysis Seon Joo Kim, Jan-Michael Frahm, Marc Pollefeys

ICCV 2007 Joint Feature Tracking and Radiometric Calibration from Auto-Exposure Video Seon Joo Kim, Jan-Michael Frahm, Marc Pollefeys

CVPR 2004 Radiometric Alignment of Image Sequences Seon Joo Kim, Marc Pollefeys