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05/03/2022
Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks
We present a learning algorithm that uses bone-driven motion networks to...
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03/09/2021
Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack
Action recognition has been heavily employed in many applications such a...
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03/09/2021
BASAR:Black-box Attack on Skeletal Action Recognition
Skeletal motion plays a vital role in human activity recognition as eith...
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02/19/2021
High-order Differentiable Autoencoder for Nonlinear Model Reduction
This paper provides a new avenue for exploiting deep neural networks to ...
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09/15/2020
Second-order Neural Network Training Using Complex-step Directional Derivative
While the superior performance of second-order optimization methods such...
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08/18/2020
Mesh Guided One-shot Face Reenactment using Graph Convolutional Networks
Face reenactment aims to animate a source face image to a different pose...
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05/27/2020
AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph
This paper presents a fully automatic framework for extracting editable ...
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04/13/2020
Unsupervised Facial Action Unit Intensity Estimation via Differentiable Optimization
The automatic intensity estimation of facial action units (AUs) from a s...
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03/12/2020
Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks
3D Morphable Model (3DMM) based methods have achieved great success in r...
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12/04/2019
EmbedMask: Embedding Coupling for One-stage Instance Segmentation
Current instance segmentation methods can be categorized into segmentati...
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11/16/2019
SMART: Skeletal Motion Action Recognition aTtack
Adversarial attack has inspired great interest in computer vision, by sh...
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03/30/2018
H-CNN: Spatial Hashing Based CNN for 3D Shape Analysis
We present a novel spatial hashing based data structure to facilitate 3D...
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03/24/2018