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08/18/2023
Leveraging Intrinsic Properties for Non-Rigid Garment Alignment
We address the problem of aligning real-world 3D data of garments, which...
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08/11/2023
CaPhy: Capturing Physical Properties for Animatable Human Avatars
We present CaPhy, a novel method for reconstructing animatable human ava...
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07/03/2023
Real-time Monocular Full-body Capture in World Space via Sequential Proxy-to-Motion Learning
Learning-based approaches to monocular motion capture have recently show...
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05/31/2023
Learning Explicit Contact for Implicit Reconstruction of Hand-held Objects from Monocular Images
Reconstructing hand-held objects from monocular RGB images is an appeali...
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05/31/2023
Control4D: Dynamic Portrait Editing by Learning 4D GAN from 2D Diffusion-based Editor
Recent years have witnessed considerable achievements in editing images ...
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05/08/2023
AvatarReX: Real-time Expressive Full-body Avatars
We present AvatarReX, a new method for learning NeRF-based full-body ava...
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05/02/2023
LatentAvatar: Learning Latent Expression Code for Expressive Neural Head Avatar
Existing approaches to animatable NeRF-based head avatars are either bui...
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05/01/2023
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video
Face reenactment methods attempt to restore and re-animate portrait vide...
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04/06/2023
CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
Creating animatable avatars from static scans requires the modeling of c...
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03/16/2023
Narrator: Towards Natural Control of Human-Scene Interaction Generation via Relationship Reasoning
Naturally controllable human-scene interaction (HSI) generation has an i...
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01/15/2023
Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery
Regression-based methods have shown high efficiency and effectiveness fo...
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11/23/2022
ManVatar : Fast 3D Head Avatar Reconstruction Using Motion-Aware Neural Voxels
With NeRF widely used for facial reenactment, recent methods can recover...
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11/21/2022
Tensor4D : Efficient Neural 4D Decomposition for High-fidelity Dynamic Reconstruction and Rendering
We present Tensor4D, an efficient yet effective approach to dynamic scen...
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11/21/2022
Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
3D-aware generative adversarial networks (GANs) synthesize high-fidelity...
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07/16/2022
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse Cameras
We propose DiffuStereo, a novel system using only sparse cameras (8 in t...
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07/14/2022
Learning Implicit Templates for Point-Based Clothed Human Modeling
We present FITE, a First-Implicit-Then-Explicit framework for modeling h...
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07/13/2022
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images
We present PyMAF-X, a regression-based approach to recovering a full-bod...
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03/28/2022
Structured Local Radiance Fields for Human Avatar Modeling
It is extremely challenging to create an animatable clothed human avatar...
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03/17/2022
Interacting Attention Graph for Single Image Two-Hand Reconstruction
Graph convolutional network (GCN) has achieved great success in single h...
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03/03/2022
Recovering 3D Human Mesh from Monocular Images: A Survey
Estimating human pose and shape from monocular images is a long-standing...
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06/07/2021
DoubleField: Bridging the Neural Surface and Radiance Fields for High-fidelity Human Rendering
We introduce DoubleField, a novel representation combining the merits of...
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03/30/2021
3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
Regression-based methods have recently shown promising results in recons...
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11/22/2020
Evolving Search Space for Neural Architecture Search
The automation of neural architecture design has been a coveted alternat...
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08/11/2020
Rethinking Pseudo-LiDAR Representation
The recently proposed pseudo-LiDAR based 3D detectors greatly improve th...
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04/25/2020
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection
In this paper, we propose a general and efficient pre-training paradigm,...
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03/31/2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
Spatial-temporal graphs have been widely used by skeleton-based action r...
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12/31/2019
Learning 3D Human Shape and Pose from Dense Body Parts
Reconstructing 3D human shape and pose from a monocular image is challen...
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06/22/2018
Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization
Face frontalization refers to the process of synthesizing the frontal vi...
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06/13/2018
Android Malware Detection using Large-scale Network Representation Learning
With the growth of mobile devices and applications, the number of malici...
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05/30/2018
Android Malware Detection based on Factorization Machine
With the increasing popularity of Android smart phones in recent years, ...
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01/28/2018
Joint Voxel and Coordinate Regression for Accurate 3D Facial Landmark Localization
3D face shape is more expressive and viewpoint-consistent than its 2D co...
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11/30/2016
