Inverse Image-Based Rendering for Light Field Generation from Single Images HighlightHumantech Hyunjun Jung and Hae-Gon JeonIEEE/CVF International Conference on Computer Vision(ICCV), Oct 2025 - Encouragement Prize, 31st HumanTech Paper Award, Samsung Electronics Co., Ltd.- Director's Excellence Award, Institute for Information & Communication Technology Planning & Evaluation (IITP) [Paper] [Project page] [Source code]
Video Color Grading via Look-Up Table GenerationSeunghyun Shin, Dongmin Shin, Jisu Shin,Hae-Gon Jeon and Joon-Young LeeIEEE/CVF International Conference on Computer Vision(ICCV), Oct 2025[Paper] [Github]
Test-Time Prompt Tuning for Zero-Shot Depth Completion HighlightChanhwi Jeong, Inhwan Bae, Jin-Hwi Parkand Hae-Gon JeonIEEE/CVF International Conference on Computer Vision(ICCV), Oct 2025[Paper] [Project page] [Source code]
Continuous Locomotive Crowd Behavior Generation Inhwan Bae, Junoh Lee and Hae-Gon JeonIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2025[Paper] [Project page] [Source Code]
Data-driven Precipitation Nowcasting Using Satellite Imagery Oral Young-Jae Park, Doyi Kim, Minseok Seo, Hae-Gon JeonandYeji ChoiThe Thirty-ninth AAAI Conference on Artificial Intelligence(AAAI), Feb 2025[Paper] [Arxiv] [Github]
Fully Explicit Dynamic Gaussian Splatting Junoh Lee, Chang-Yeon Won, Hyunjun Jung,Inhwan Bae and Hae-Gon Jeon The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS), Dec 2024[Paper] [Source code] [Review]
Kinetic Typography Diffusion Model Seonmi Park,Inhwan Bae, Seunghyun Shin and Hae-Gon JeonEuropean Conference on Computer Vision (ECCV), Oct 2024[Paper] [Project Page]
CanonicalFusion: Generating Drivable 3D Human Avatars from Multiple Images Jisu Shin, Junmyeong Lee, Seongmin Lee,Min-Gyu Park, Ju-Mi Kang, Ju Hong Yoonand Hae-Gon JeonEuropean Conference on Computer Vision (ECCV), Oct 2024[Paper] [Github]
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Qualcomm Inhwan Bae, Junoh Lee and Hae-Gon JeonIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024- Qualcomm Innovation Fellowship Korea 2024 - Selected as GIST's Outstanding Research in 2024[Paper] [Project page] [Source Code] [Press]
Close Imitation of Expert Retouching for Black-and-White Photography Seunghyun Shin, Jisu Shin,Jihwan Bae, Inwook Shim andHae-Gon JeonIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024[Paper][Source Code and Dataset]
Depth Prompting for Sensor-agnostic Depth Estimation Qualcomm Jin-Hwi Park, Chanhwi Jeong, Junoh Leeand Hae-Gon JeonIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024- Qualcomm Innovation Fellowship Korea 2024[Paper] [Github]
SingularTrajectory: Universal Trajectory Predictor using Diffusion Model Inhwan Bae, Young-Jae Parkand Hae-Gon JeonIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024[Paper] [Project page] [Source code]
Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Ba Hung Ngo, Nhat-Tuong Do-Tran, Tuan-Ngoc Nguyen, Hae-Gon Jeon and Tae Jong ChoiIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2024[Paper] [Project page]
Geometry-Aware Projective Mapping for Unbounded Neural Radiance FieldsJunoh Lee, Hyunjun Jung, Jin-Hwi Park, Inhwan Bae and Hae-Gon JeonThe Twelfth International Conference on Learning Representations(ICLR), May 2024[Paper] [Project page] [Source code] [Review]
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory ForecastingInhwan Bae, Jean Ohand Hae-Gon JeonIEEE/CVF International Conference on Computer Vision(ICCV), Oct 2023[Paper] [Project page] [Source code]
Learning Affinity with Hyperbolic Representation for Spatial Propagation Jin-Hwi Park,Jaesung Choe, Inhwan Bae and Hae-Gon JeonThe Fortieth International Conference on Machine Learning (ICML), Jul 2023[Paper] [Source code]
Task-specific Scene Structure Representations OralJisu Shin*, Seunghyun Shin*and Hae-Gon Jeon (* equally contributed)The Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI), Feb 2023- Excellent Paper Award, IW-FCV 2023[Paper] [Source code]
A Set of Control Points Conditioned Pedestrian Trajectory Prediction OralInhwan Bae and Hae-Gon JeonThe Thirty-Seventh AAAI Conference on Artificial Intelligence(AAAI), Feb 2023- Excellent Paper Award, IW-FCV 2023 [Paper] [Project page] [Source code]
Learning Pedestrian Group Representations for Multi-modal Trajectory PredictionInhwan Bae, Jin-Hwi Park and Hae-Gon Jeon European Conference on Computer Vision (ECCV), Oct 2022[Paper] [Arxiv] [Project page] [Source code]
Facial Depth and Normal Estimation using Single Dual-Pixel CameraMinjun Kang,Jaesung Choe,Hyowon Ha, Hae-Gon Jeon, Sunghoon Im, In So Kweon and Kuk-Jin YoonEuropean Conference on Computer Vision (ECCV), Oct 2022[Paper] [Arxiv] [Source code and dataset]
Non-Probability Sampling Network for Stochastic Human Trajectory PredictionInhwan Bae,Jin-Hwi Parkand Hae-Gon Jeon IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022[Paper] [Project page] [Source code]
DevianceNet: Learning to Predict Deviance from A Large-scale Geo-tagged DatasetJin-Hwi Park*, Young-Jae Park*, Junoh Lee and Hae-Gon Jeon (* equally contributed)The Thirty-Sixth AAAI Conference on Artificial Intelligence(AAAI), Feb 2022[Paper] [Source code and dataset] [Press]
Learning Shape-based Representation for Visual Localization in Extremely Changing ConditionsHae-Gon Jeon, Sunghoon Im, Jean OhandMartial HebertIEEE International Conference on Robotics and Automation(ICRA), Jun 2020[Paper] [Project page]
Explainable Semantic Mapping for First Responders Jean Oh, Martial Hebert, Hae-Gon Jeon, Xavier Perez, Chia Dai, Yeeho Song Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop at NeurIPS, Dec 2019[Paper][Project page]
DISC: A Large-scale Virtual Dataset for Simulating Disaster Scenarios Hae-Gon Jeon, Sunghoon Im, Byeong-Uk Lee, Dong-Geol Choi, Martial Hebert andIn So KweonIEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nov 2019[Paper][Project page]
DPSNet: End-to-end Deep Plane Sweep StereoSunghoon Im, Hae-Gon Jeon, Stephen LinandIn So KweonThe Seventh International Conference on Learning Representations (ICLR), May 2019[Paper][Review][Source code]
Depth Completion with Deep Geometry and Context GuidanceByeong-Uk Lee, Hae-Gon Jeon, Sunghoon ImandIn So KweonIEEE International Conference on Robotics and Automation(ICRA), May 2019[Paper]
Robust Depth Estimation from Auto Bracketed ImagesSunghoon Im, Hae-Gon Jeon andIn So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018- Best Poster Award, Samsung AI Forum 2018[Paper]
A Taxonomy and Evaluation of Dense Light Field Depth Estimation AlgorithmsOle Johannsen, Katrin Honauer, Bastian Goldluecke, Anna Alperovich, Federica Battisti, Yunsu Bok, Michele Brizzi, Marco Carli, Gyeongmin Choe, Maximilian Diebold, Marcel Gutsche, Hae-Gon Jeon, In So Kweon, Jaesik Park, JinsunPark, Hendrik Schilling, Hao Sheng, Lipeng Si, Michael Strecke, Antonin Sulc, Yu-Wing Tai, Qing Wang, Ting-Chun Wang, Sven Wanner, Zhang Xiong, Jingyi Yu, Shuo Zhang, Hao ZhuCVPR Workshop - Light Field for Computer Vision (CVPRW), Jul 2017[Paper]
Noise Robust Depth from Focus using a Ring Difference Filter SpotlightJaeheung Surh, Hae-Gon Jeon, Yunwon Park, Sunghoon Im, Hyowon Ha and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2017[Paper][Video]
All-around Depth from Small Motion with A Spherical Panoramic CameraSunghoon Im, Hyowon Ha, François Rameau, Hae-Gon Jeon, Gyeongmin Choe and In So KweonEuropean Conference on Computer Vision (ECCV), Oct 2016- Best Poster Presentation Award, 29th IPIU 2017[Paper][Source code]
Stereo Matching with Color and Monochrome Cameras in Low-light Conditions Humantech Hae-Gon Jeon, Joon-Young Lee, Sunghoon Im, Hyowon Ha and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2016- Silver Prize, 22nd HumanTech Paper Award, Samsung Electronics Co., Ltd.- Best Poster Presentation Award, 29th IPIU 2017[Paper]
High-quality Depth from Uncalibrated Small Motion Clip OralQualcomm Hyowon Ha, Sunghoon Im, Jaesik Park, Hae-Gon Jeon and In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2016 - Qualcomm Innovation Award, Qualcomm-KAIST Innovation Awards 2016[Paper][Source code]
Complementary Sets of Shutter Sequences for Motion DeblurringHae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim and In So KweonIEEE International Conference on Computer Vision (ICCV), Dec 2015- Selected as KAIST Research Highlight of 2013 [Paper][Video]
High Quality Structure from Small Motion for Rolling Shutter CamerasSunghoon Im, Hyowon Ha, Gyeongmin Choe, Hae-Gon Jeon, Kyungdon Jooand In So KweonIEEE International Conference on Computer Vision (ICCV), Dec 2015- Best Poster Award, IWRCV 2015[Paper][Source code]
Learning a Deep Convolutional Network for Light-Field Image Super-ResolutionYoungjin Yoon, Hae-Gon Jeon, Donggeun Yoo, Joon-Young Lee and In So KweonICCV Workshop - Color and Photometry in Computer Vision (ICCVW), Dec 2015[Paper][Trained network (Caffe)]
Depth from Accidental Motion using Geometry Prior Top 10%Sunghoon Im, Gyeongmin Choe, Hae-Gon Jeon, and In So KweonIEEE International Conference on Image Processing (ICIP), Sep 2015[Paper]
Accurate Depth Map Estimation from a Lenslet Light Field CameraHae-Gon Jeon, Jaesik Park, Gyeongmin Choe, Jinsun Park, Yunsu Bok, Yu-Wing Taiand In So KweonIEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2015- Best Paper Award, 2015 Korea Multimedia Society[Paper][Source code]
Geometric Calibration of Micro-Lens-Based Light-Field Cameras using Line FeaturesYunsu Bok, Hae-Gon Jeon and In So KweonEuropean Conference on Computer Vision (ECCV), Sep 2014[Paper]
Fluttering Pattern Generation using Modified Legendre Sequence for Coded Exposure ImagingHae-Gon Jeon, Joon-Young Lee, Yudeog Han, Seon Joo Kim and In So KweonIEEE International Conference on Computer Vision (ICCV), Dec 2013[Paper]