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08/24/2023
NOVA: NOvel View Augmentation for Neural Composition of Dynamic Objects
We propose a novel-view augmentation (NOVA) strategy to train NeRFs for ...
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10/19/2021
Self-Supervised Object Detection via Generative Image Synthesis
We present SSOD, the first end-to-end analysis-by synthesis framework wi...
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06/29/2020
Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition
Neural rendering techniques promise efficient photo-realistic image synt...
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04/03/2020
Self-Supervised Viewpoint Learning From Image Collections
Training deep neural networks to estimate the viewpoint of objects requi...
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09/12/2018
Geometric Image Synthesis
The task of generating natural images from 3D scenes has been a long sta...
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12/05/2017
The Best of Both Worlds: Learning Geometry-based 6D Object Pose Estimation
We address the task of estimating the 6D pose of known rigid objects, fr...
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08/04/2017
Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes
The success of deep learning in computer vision is based on availability...
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10/03/2016