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07/20/2023
CNOS: A Strong Baseline for CAD-based Novel Object Segmentation
We propose a simple three-stage approach to segment unseen objects in RG...
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07/06/2023
PSDR-Room: Single Photo to Scene using Differentiable Rendering
A 3D digital scene contains many components: lights, materials and geome...
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05/15/2023
Neural Face Rigging for Animating and Retargeting Facial Meshes in the Wild
We propose an end-to-end deep-learning approach for automatic rigging an...
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04/26/2023
TextDeformer: Geometry Manipulation using Text Guidance
We present a technique for automatically producing a deformation of an i...
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03/23/2023
NOPE: Novel Object Pose Estimation from a Single Image
The practicality of 3D object pose estimation remains limited for many a...
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08/22/2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling
Training state-of-the-art models for human pose estimation in videos req...
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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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06/13/2022
Learning Joint Surface Atlases
This paper describes new techniques for learning atlas-like representati...
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05/05/2022
Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes
This paper introduces a framework designed to accurately predict piecewi...
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10/18/2021
Leveraging MoCap Data for Human Mesh Recovery
Training state-of-the-art models for human body pose and shape recovery ...
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06/19/2020
Deep Transformation-Invariant Clustering
Recent advances in image clustering typically focus on learning better d...
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08/13/2019
Learning elementary structures for 3D shape generation and matching
We propose to represent shapes as the deformation and combination of lea...
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07/06/2019
Unsupervised cycle-consistent deformation for shape matching
We propose a self-supervised approach to deep surface deformation. Given...
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10/09/2018
A Summary of the 4th International Workshop on Recovering 6D Object Pose
This document summarizes the 4th International Workshop on Recovering 6D...
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06/13/2018
Shape correspondences from learnt template-based parametrization
We present a new deep learning approach for matching deformable shapes b...
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02/15/2018