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SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields


Nov 22, 2022
Ashkan Mirzaei, Tristan Aumentado-Armstrong, Konstantinos G. Derpanis, Jonathan Kelly, Marcus A. Brubaker, Igor Gilitschenski, Alex Levinshtein

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* Project Page: https://spinnerf3d.github.io 

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Learning sRGB-to-Raw-RGB De-rendering with Content-Aware Metadata


Jun 03, 2022
Seonghyeon Nam, Abhijith Punnappurath, Marcus A. Brubaker, Michael S. Brown

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* CVPR 2022 (GitHub: https://github.com/SamsungLabs/content-aware-metadata

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Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images


Jun 02, 2022
Ali Maleky, Shayan Kousha, Michael S. Brown, Marcus A. Brubaker

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* CVPR 2022 

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Modeling sRGB Camera Noise with Normalizing Flows


Jun 02, 2022
Shayan Kousha, Ali Maleky, Michael S. Brown, Marcus A. Brubaker

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* CVPR 2022 

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Residual Multiplicative Filter Networks for Multiscale Reconstruction


Jun 01, 2022
Shayan Shekarforoush, David B. Lindell, David J. Fleet, Marcus A. Brubaker

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Auto White-Balance Correction for Mixed-Illuminant Scenes


Oct 08, 2021
Mahmoud Afifi, Marcus A. Brubaker, Michael S. Brown

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* WACV 2021 

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Neural Image Representations for Multi-Image Fusion and Layer Separation


Aug 24, 2021
Seonghyeon Nam, Marcus A. Brubaker, Michael S. Brown

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* Project page: http://snam.ml/research/nir 

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Zero-shot Learning with Class Description Regularization


Jun 30, 2021
Shayan Kousha, Marcus A. Brubaker

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