Zhong Li | DeepAI

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∙ 09/14/2023

OpenIllumination: A Multi-Illumination Dataset for Inverse Rendering Evaluation on Real Objects

We introduce OpenIllumination, a real-world dataset containing over 108K...

0 Isabella Liu, et al. ∙

∙ 07/17/2023

Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting

Hand trajectory forecasting from egocentric views is crucial for enablin...

0 Wentao Bao, et al. ∙

∙ 07/08/2023

High Fidelity 3D Hand Shape Reconstruction via Scalable Graph Frequency Decomposition

Despite the impressive performance obtained by recent single-image hand ...

0 Tianyu Luan, et al. ∙

∙ 07/02/2023

Graph Neural Network based Log Anomaly Detection and Explanation

Event logs are widely used to record the status of high-tech systems, ma...

0 Zhong Li, et al. ∙

∙ 05/30/2023

Inverse Approximation Theory for Nonlinear Recurrent Neural Networks

We prove an inverse approximation theorem for the approximation of nonli...

0 Shida Wang, et al. ∙

∙ 03/15/2023

Harnessing Low-Frequency Neural Fields for Few-Shot View Synthesis

Neural Radiance Fields (NeRF) have led to breakthroughs in the novel vie...

0 Liangchen Song, et al. ∙

∙ 02/27/2023

A Brief Survey on the Approximation Theory for Sequence Modelling

We survey current developments in the approximation theory of sequence m...

0 Haotian Jiang, et al. ∙

∙ 02/22/2023

Robust and Explainable Contextual Anomaly Detection using Quantile Regression Forests

Traditional anomaly detection methods aim to identify objects that devia...

0 Zhong Li, et al. ∙

∙ 02/05/2023

MAC: A unified framework boosting low resource automatic speech recognition

We propose a unified framework for low resource automatic speech recogni...

0 Zeping Min, et al. ∙

∙ 10/28/2022

NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields

Visually exploring in a real-world 4D spatiotemporal space freely in VR ...

0 Liangchen Song, et al. ∙

∙ 10/24/2022

10 hours data is all you need

We propose a novel procedure to generate pseudo mandarin speech data nam...

0 Zeping Min, et al. ∙

∙ 10/13/2022

A Survey on Explainable Anomaly Detection

In the past two decades, most research on anomaly detection has focused ...

0 Zhong Li, et al. ∙

∙ 08/19/2022

Feature Selection for Fault Detection and Prediction based on Event Log Analysis

Event logs are widely used for anomaly detection and prediction in compl...

0 Zhong Li, et al. ∙

∙ 04/05/2022

Incremental Unsupervised Feature Selection for Dynamic Incomplete Multi-view Data

Multi-view unsupervised feature selection has been proven to be efficien...

0 Yanyong Huang, et al. ∙

∙ 07/20/2021

Approximation Theory of Convolutional Architectures for Time Series Modelling

We study the approximation properties of convolutional architectures app...

0 Haotian Jiang, et al. ∙

∙ 05/15/2021

NeuLF: Efficient Novel View Synthesis with Neural 4D Light Field

In this paper, we present an efficient and robust deep learning solution...

10 Celong Liu, et al. ∙

∙ 04/30/2021

RobustFusion: Robust Volumetric Performance Reconstruction under Human-object Interactions from Monocular RGBD Stream

High-quality 4D reconstruction of human performance with complex interac...

0 Zhuo Su, et al. ∙

∙ 12/12/2020

PoP-Net: Pose over Parts Network for Multi-Person 3D Pose Estimation from a Depth Image

In this paper, a real-time method called PoP-Net is proposed to predict ...

0 Yuliang Guo, et al. ∙

∙ 09/16/2020

On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis

We study the approximation properties and optimization dynamics of recur...

1 Zhong Li, et al. ∙

∙ 09/14/2020

Complexity Measures for Neural Networks with General Activation Functions Using Path-based Norms

A simple approach is proposed to obtain complexity controls for neural n...

14 Zhong Li, et al. ∙

∙ 07/16/2020

Talking-head Generation with Rhythmic Head Motion

When people deliver a speech, they naturally move heads, and this rhythm...

3 Lele Chen, et al. ∙

∙ 04/15/2019

PIV-Based 3D Fluid Flow Reconstruction Using Light Field Camera

Particle Imaging Velocimetry (PIV) estimates the flow of fluid by analyz...

0 Zhong Li, et al. ∙

∙ 10/12/2018

4D Human Body Correspondences from Panoramic Depth Maps

The availability of affordable 3D full body reconstruction systems has g...

0 Zhong Li, et al. ∙

∙ 01/31/2018

Robust 3D Human Motion Reconstruction Via Dynamic Template Construction

In multi-view human body capture systems, the recovered 3D geometry or e...

0 Zhong Li, et al. ∙

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