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09/14/2023
Generative Image Dynamics
We present an approach to modeling an image-space prior on scene dynamic...
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03/23/2023
Persistent Nature: A Generative Model of Unbounded 3D Worlds
Despite increasingly realistic image quality, recent 3D image generative...
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11/20/2022
DynIBaR: Neural Dynamic Image-Based Rendering
We address the problem of synthesizing novel views from a monocular vide...
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04/14/2022
Deformable Sprites for Unsupervised Video Decomposition
We describe a method to extract persistent elements of a dynamic scene f...
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04/06/2022
Simple and Effective Synthesis of Indoor 3D Scenes
We study the problem of synthesizing immersive 3D indoor scenes from one...
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12/02/2021
Dimensions of Motion: Learning to Predict a Subspace of Optical Flow from a Single Image
We introduce the problem of predicting, from a single video frame, a low...
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09/02/2021
SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting
Single image 3D photography enables viewers to view a still image from n...
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08/02/2021
Consistent Depth of Moving Objects in Video
We present a method to estimate depth of a dynamic scene, containing arb...
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04/22/2021
KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control
We introduce KeypointDeformer, a novel unsupervised method for shape con...
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04/08/2021
De-rendering the World's Revolutionary Artefacts
Recent works have shown exciting results in unsupervised image de-render...
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03/30/2021
Repopulating Street Scenes
We present a framework for automatically reconfiguring images of street ...
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12/17/2020
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image
We introduce the problem of perpetual view generation – long-range gener...
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06/17/2020
MetaSDF: Meta-learning Signed Distance Functions
Neural implicit shape representations are an emerging paradigm that offe...
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04/23/2020
Single-View View Synthesis with Multiplane Images
A recent strand of work in view synthesis uses deep learning to generate...
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03/18/2020
Lighthouse: Predicting Lighting Volumes for Spatially-Coherent Illumination
We present a deep learning solution for estimating the incident illumina...
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06/18/2019
DeepView: View Synthesis with Learned Gradient Descent
We present a novel approach to view synthesis using multiplane images (M...
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05/01/2019
Pushing the Boundaries of View Extrapolation with Multiplane Images
We explore the problem of view synthesis from a narrow baseline pair of ...
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04/25/2019
Learning the Depths of Moving People by Watching Frozen People
We present a method for predicting dense depth in scenarios where both a...
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07/26/2018
Layer-structured 3D Scene Inference via View Synthesis
We present an approach to infer a layer-structured 3D representation of ...
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05/24/2018