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06/16/2022
Simple and Efficient Architectures for Semantic Segmentation
Though the state-of-the architectures for semantic segmentation, such as...
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02/13/2021
Learning Speech-driven 3D Conversational Gestures from Video
We propose the first approach to automatically and jointly synthesize bo...
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01/11/2021
Neural Re-Rendering of Humans from a Single Image
Human re-rendering from a single image is a starkly under-constrained pr...
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12/16/2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
This work presents DONNA (Distilling Optimal Neural Network Architecture...
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07/01/2019
XNect: Real-time Multi-person 3D Human Pose Estimation with a Single RGB Camera
We present a real-time approach for multi-person 3D motion capture at ov...
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05/13/2019
Implicit Filter Sparsification In Convolutional Neural Networks
We show implicit filter level sparsity manifests in convolutional neural...
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04/05/2019
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations
Convolutional Neural Network based approaches for monocular 3D human pos...
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11/29/2018
On Implicit Filter Level Sparsity in Convolutional Neural Networks
We investigate filter level sparsity that emerges in convolutional neura...
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12/09/2017
Single-Shot Multi-Person 3D Body Pose Estimation From Monocular RGB Input
We propose a new efficient single-shot method for multi-person 3D pose e...
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12/04/2017
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB
We address the highly challenging problem of real-time 3D hand tracking ...
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08/07/2017
MonoPerfCap: Human Performance Capture from Monocular Video
We present the first marker-less approach for temporally coherent 3D per...
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05/03/2017
VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera
We present the first real-time method to capture the full global 3D skel...
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04/07/2017
Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor
We present an approach for real-time, robust and accurate hand pose esti...
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11/29/2016
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision
We propose a CNN-based approach for 3D human body pose estimation from s...
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03/19/2016