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03/23/2022
Towards explaining the generalization gap in neural networks using topological data analysis
Understanding how neural networks generalize on unseen data is crucial f...
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11/15/2021
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder
The sewerage infrastructure is one of the most important and expensive i...
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06/24/2021
ChaLearn Looking at People: Inpainting and Denoising challenges
Dealing with incomplete information is a well studied problem in the con...
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09/06/2020
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation
We present a novel approach to the garment animation problem through dee...
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05/01/2020
Computing the Testing Error without a Testing Set
Deep Neural Networks (DNNs) have revolutionized computer vision. We now ...
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12/05/2019
CLOTH3D: Clothed 3D Humans
This work presents CLOTH3D, the first big scale synthetic dataset of 3D ...
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05/08/2019
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation
While many individual tasks in the domain of human analysis have recentl...
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12/27/2018
SMPLR: Deep SMPL reverse for 3D human pose and shape recovery
A recent trend in 3D human pose and shape estimation is to use deep lear...
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09/21/2018
From 2D to 3D Geodesic-based Garment Matching
A new approach for 2D to 3D garment retexturing is proposed based on Gau...
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03/15/2018
Deep Structure Inference Network for Facial Action Unit Recognition
Facial expressions are combinations of basic components called Action Un...
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02/02/2018
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos
Explainability and interpretability are two critical aspects of decision...
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12/11/2017
3D Hand Pose Estimation: From Current Achievements to Future Goals
In this paper, we strive to answer two questions: What is the current st...
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05/26/2017
End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth data
Despite recent advances in 3D pose estimation of human hands, especially...
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03/09/2017