• (new!)🎯 PRIMEdit: Probability Redistribution for Instance-aware Multi-object Video Editing with Benchmark Dataset

Samuel Teodoro*, Agus Gunawan*, Soo Ye Kim, Jihyong Oh☨ and Munchurl Kim☨ (*equal contribution, ☨co-corresponding authors)

(under review) arXiv 2025.  

[arXiv2025] [Project Page]  [GitHub (will be updated)]

• (new!)∿ SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video

Jongmin Park*, Minh-Quan Viet Bui*, Juan Luis Gonzalez Bello, Jaeho Moon, Jihyong Oh☨ and Munchurl Kim☨ (*equal contribution, ☨co-corresponding authors)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [AI Top-tier Conf.]

(Acceptance Rate: 22.1% ≈ 2878/13,008)

[arXiv2024] [Project Page] [GitHub (will be updated)]

• (new!)MoDec🎄-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting

Sangwoon Kwak, Joonsoo Kim, Jun Young Jeong, Won-Sik Cheong, Jihyong Oh☨ and Munchurl Kim☨ (☨co-corresponding authors)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [AI Top-tier Conf.]

(Acceptance Rate: 22.1% ≈ 2878/13,008)

[arXiv2025] [Project Page] [GitHub (will be updated)]

• (new!)⏱️ BiM-VFI: Bidirectional Motion Field-Guided Frame Interpolation for Video with Non-uniform Motions

Wonyong Seo, Jihyong Oh☨ and Munchurl Kim☨ (☨co-corresponding authors)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [AI Top-tier Conf.]

(Acceptance Rate: 22.1% ≈ 2878/13,008) 

[arXiv2024] [Project Page] [GitHub (will be updated)]

• DyBluRF 🫨: Dynamic Deblurring Neural Radiance Fields for Blurry Monocular Video

Minh-Quan Viet Bui*, Jongmin Park*, Jihyong Oh☨ and Munchurl Kim☨ (*equal contribution, ☨co-corresponding authors)

(under review) arXiv 2024. 

[arXiv2024] [Project Page] [GitHub (will be updated)] [Demo] [Video7mins]

• 🍎 FMA-Net: Flow-Guided Dynamic Filtering and Iterative Feature Refinement with Multi-Attention for Joint Video Super-Resolution and Deblurring 

Geunhyuk Youk, Jihyong Oh☨ and Munchurl Kim☨. (☨co-corresponding authors)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. Oral Presentation. [AI Top-tier Conf.]

(🏅Oral Paper Rate: 0.78% ≈ 90/11532, Acceptance Rate: 23.6% ≈ 2719/11532)

[arXiv2024] [Project Page] [GitHub] [Demo] [Video6mins]

• DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting

Jihyong Oh and Munchurl Kim 

European Conference on Computer Vision (ECCV), 2022. [AI Top-tier Conf.]

(Acceptance Rate: 28%  ≈ 1650/5803 ) 

[ECCV2022] [Supp] [GitHub] [Demo] [Poster] [Video5mins]

• XVFI: eXtreme Video Frame Interpolation

Hyeonjun Sim*, Jihyong Oh* and Munchurl Kim (*equal contribution)

IEEE/CVF International Conference  on Computer Vision (ICCV), 2021, Oral Presentation. [AI Top-tier Conf.]

(🏅Oral Paper Rate: 3%, Acceptance Rate: 25.9% ≈ 1617/6236)

[arXiv] [ICCV2021] [Supp] [GitHub] [X4K1000FPS] [Demo] [Oral12mins] [Flowframes(GUI)] [Poster]

• PeaceGAN: A GAN-based Multi-Task Learning Method for SAR Target Image Generation with a Pose Estimator and an Auxiliary Classifier

Jihyong Oh and Munchurl Kim

Remote Sensing (IF=5.0)

vol. 13, issue 19: 3939, Oct. 2021 (DOI: https://doi.org/10.3390/rs13193939)

[Remote Sensing]

• SPAM-Net: A CNN-based SAR Target Recognition Network with Pose Angle Marginalization Learning 

Jihyong Oh*, Gwang-Young Youm* and Munchurl Kim (*equal contribution)

IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) (IF=8.4)

vol. 31, issue 2, pp. 701-714, Feb. 2021. (DOI: 10.1109/TCSVT.2020.2987346)

[Paper] [TCSVT]

• FISR: Deep Joint Frame Interpolation and Super-Resolution with a Multi-Scale Temporal Loss

Soo Ye Kim*, Jihyong Oh* and Munchurl Kim (*equal contribution)

AAAI Conference on Artificial Intelligence (AAAI), 2020. [AI Top-tier Conf.]

(Acceptance Rate: 20.6%  ≈ 1591/7737 ) 

[Paper] [GitHub] [Poster] [Spotlight-PPT] 

• JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video

Soo Ye Kim*, Jihyong Oh* and Munchurl Kim (*equal contribution)

AAAI Conference on Artificial Intelligence (AAAI), 2020. [AI Top-tier Conf.]

(Acceptance Rate: 20.6%  ≈ 1591/7737 ) 

[Paper] [GitHub] [Poster] [Spotlight-PPT] 

• Deep SR-ITM: Joint Learning of Super-Resolution and Inverse Tone-Mapping for 4K UHD HDR Applications

Soo Ye Kim, Jihyong Oh and Munchurl Kim

IEEE/CVF International Conference on Computer Vision (ICCV), 2019, Oral Presentation. [AI Top-tier Conf.]

(🏅Oral Paper Rate: 4 %, Acceptance Rate: 25% ≈ 1077/4303)

[Paper] [GitHub] [Poster] [Oral-PPT]