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07/22/2023
Replay: Multi-modal Multi-view Acted Videos for Casual Holography
We introduce Replay, a collection of multi-view, multi-modal videos of h...
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03/21/2023
Real-time volumetric rendering of dynamic humans
We present a method for fast 3D reconstruction and real-time rendering o...
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07/06/2021
Poly-NL: Linear Complexity Non-local Layers with Polynomials
Spatial self-attention layers, in the form of Non-Local blocks, introduc...
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06/10/2021
To The Point: Correspondence-driven monocular 3D category reconstruction
We present To The Point (TTP), a method for reconstructing 3D objects fr...
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03/30/2021
Learning monocular 3D reconstruction of articulated categories from motion
Monocular 3D reconstruction of articulated object categories is challeng...
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11/25/2019
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters
Microscopy is a powerful visualization tool in biology, enabling the stu...
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11/24/2019
Pixel Adaptive Filtering Units
State-of-the-art methods for computer vision rely heavily on the transla...
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11/29/2018
Iterative Residual CNNs for Burst Photography Applications
Modern inexpensive imaging sensors suffer from inherent hardware constra...
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07/16/2018
Iterative Residual Network for Deep Joint Image Demosaicking and Denoising
Modern digital cameras rely on sequential execution of separate image pr...
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03/14/2018
Deep Image Demosaicking using a Cascade of Convolutional Residual Denoising Networks
Demosaicking and denoising are among the most crucial steps of modern di...
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01/07/2017