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12/13/2022
Accidental Turntables: Learning 3D Pose by Watching Objects Turn
We propose a technique for learning single-view 3D object pose estimatio...
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07/01/2022
Leveraging Monocular Disparity Estimation for Single-View Reconstruction
We present a fine-tuning method to improve the appearance of 3D geometri...
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06/15/2022
PlanarRecon: Real-time 3D Plane Detection and Reconstruction from Posed Monocular Videos
We present PlanarRecon – a novel framework for globally coherent detecti...
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05/27/2022
ANISE: Assembly-based Neural Implicit Surface rEconstruction
We present ANISE, a method that reconstructs a 3D shape from partial obs...
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12/27/2021
SurFit: Learning to Fit Surfaces Improves Few Shot Learning on Point Clouds
We present SurFit, a simple approach for label efficient learning of 3D ...
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04/08/2020
Deep Manifold Prior
We present a prior for manifold structured data, such as surfaces of 3D ...
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04/06/2020
Learning Generative Models of Shape Handles
We present a generative model to synthesize 3D shapes as sets of handles...
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03/30/2020
Label-Efficient Learning on Point Clouds using Approximate Convex Decompositions
The problems of shape classification and part segmentation from 3D point...
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06/11/2019
Inferring 3D Shapes from Image Collections using Adversarial Networks
We investigate the problem of learning a probabilistic distribution over...
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04/16/2019
A Bayesian Perspective on the Deep Image Prior
The deep image prior was recently introduced as a prior for natural imag...
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09/07/2018
A Deeper Look at 3D Shape Classifiers
We investigate the role of representations and architectures for classif...
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07/10/2018
Multiresolution Tree Networks for 3D Point Cloud Processing
We present multiresolution tree-structured networks to process point clo...
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07/20/2017
3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks
We propose a method for reconstructing 3D shapes from 2D sketches in the...
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07/19/2017
Shape Generation using Spatially Partitioned Point Clouds
We propose a method to generate 3D shapes using point clouds. Given a po...
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12/18/2016