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Selective compression learning of latent representations for variable-rate image compression


Nov 08, 2022
Jooyoung Lee, Seyoon Jeong, Munchurl Kim

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* Accepted as a NeurIPS 2022 paper. [Github] https://github.com/JooyoungLeeETRI/SCR 

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Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report


Nov 07, 2022
Andrey Ignatov, Radu Timofte, Jin Zhang, Feng Zhang, Gaocheng Yu, Zhe Ma, Hongbin Wang, Minsu Kwon, Haotian Qian, Wentao Tong, Pan Mu, Ziping Wang, Guangjing Yan, Brian Lee, Lei Fei, Huaijin Chen, Hyebin Cho, Byeongjun Kwon, Munchurl Kim, Mingyang Qian, Huixin Ma, Yanan Li, Xiaotao Wang, Lei Lei

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* arXiv admin note: substantial text overlap with arXiv:2211.03885; text overlap with arXiv:2105.07809, arXiv:2211.04470, arXiv:2211.05256, arXiv:2211.05910 

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Layered Depth Refinement with Mask Guidance


Jun 07, 2022
Soo Ye Kim, Jianming Zhang, Simon Niklaus, Yifei Fan, Simon Chen, Zhe Lin, Munchurl Kim

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* Accepted to CVPR 2022 (camera-ready version) 

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Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos


May 18, 2022
Juan Luis Gonzalez Bello, Jaeho Moon, Munchurl Kim

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


Nov 19, 2021
Jihyong Oh, Munchurl Kim

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* 18 pages, 16 figures, 4 tables, GitHub page: https://github.com/JihyongOh/DeMFI 

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SIPSA-Net: Shift-Invariant Pan Sharpening with Moving Object Alignment for Satellite Imagery


May 06, 2021
Jaehyup Lee, Soomin Seo, Munchurl Kim

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* Accepted to CVPR 2021 

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Exploiting Global and Local Attentions for Heavy Rain Removal on Single Images


Apr 16, 2021
Dac Tung Vu, Juan Luis Gonzalez, Munchurl Kim

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XVFI: eXtreme Video Frame Interpolation


Mar 30, 2021
Hyeonjun Sim, Jihyong Oh, Munchurl Kim

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* The first two authors contributed equally to this work 

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


Mar 29, 2021
Jihyong Oh, Munchurl Kim

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* 14 pages, 10 figures, 6 tables 

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PLADE-Net: Towards Pixel-Level Accuracy for Self-Supervised Single-View Depth Estimation with Neural Positional Encoding and Distilled Matting Loss


Mar 12, 2021
Juan Luis Gonzalez Bello, Munchurl Kim

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* Accepted paper (poster) at CVPR2021 

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