Xiaoyu Li | DeepAI

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Featured Co-authors

Qi Zhang
242 publications
Dinesh Manocha
230 publications
Jun Li
229 publications
Bo Zhang
226 publications
Fei Wang
209 publications
Li Wang
151 publications
Yong Zhang
127 publications
Lei Zhu
121 publications
Lei Yang
117 publications
Ke Wang
107 publications
Jue Wang
107 publications

∙ 08/11/2023

Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals

Reasoning ability is one of the most crucial capabilities of a foundatio...

0 Fanglong Yao, et al. ∙

∙ 07/31/2023

Poly-MOT: A Polyhedral Framework For 3D Multi-Object Tracking

3D Multi-object tracking (MOT) empowers mobile robots to accomplish well...

0 Xiaoyu Li, et al. ∙

∙ 05/19/2023

Text2NeRF: Text-Driven 3D Scene Generation with Neural Radiance Fields

Text-driven 3D scene generation is widely applicable to video gaming, fi...

0 Jingbo Zhang, et al. ∙

∙ 03/09/2023

3D Video Loops from Asynchronous Input

Looping videos are short video clips that can be looped endlessly withou...

0 Li Ma, et al. ∙

∙ 02/27/2023

TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection

Multimodal hate detection, which aims to identify harmful content online...

0 Linhao Zhang, et al. ∙

∙ 11/21/2022

Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars

3D-aware generative adversarial networks (GANs) synthesize high-fidelity...

0 Jingxiang Sun, et al. ∙

∙ 11/21/2022

A Benchmark of Video-Based Clothes-Changing Person Re-Identification

Person re-identification (Re-ID) is a classical computer vision task and...

0 Likai Wang, et al. ∙

∙ 10/16/2022

A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR

SpecAugment is a very effective data augmentation method for both HMM an...

0 Rui Li, et al. ∙

∙ 09/06/2022

CAMO-MOT: Combined Appearance-Motion Optimization for 3D Multi-Object Tracking with Camera-LiDAR Fusion

3D Multi-object tracking (MOT) ensures consistency during continuous dyn...

7 Li Wang, et al. ∙

∙ 08/11/2022

FDNeRF: Few-shot Dynamic Neural Radiance Fields for Face Reconstruction and Expression Editing

We propose a Few-shot Dynamic Neural Radiance Field (FDNeRF), the first ...

8 Jingbo Zhang, et al. ∙

∙ 07/31/2022

Formal guarantees for heuristic optimization algorithms used in machine learning

Recently, Stochastic Gradient Descent (SGD) and its variants have become...

0 Xiaoyu Li, et al. ∙

∙ 07/01/2022

Neural Parameterization for Dynamic Human Head Editing

Implicit radiance functions emerged as a powerful scene representation f...

0 Li Ma, et al. ∙

∙ 03/27/2022

UV Volumes for Real-time Rendering of Editable Free-view Human Performance

Neural volume rendering has been proven to be a promising method for eff...

0 Yue Chen, et al. ∙

∙ 11/30/2021

FENeRF: Face Editing in Neural Radiance Fields

Previous portrait image generation methods roughly fall into two categor...

0 Jingxiang Sun, et al. ∙

∙ 11/30/2021

Hallucinated Neural Radiance Fields in the Wild

Neural Radiance Fields (NeRF) has recently gained popularity for its imp...

7 Xingyu Chen, et al. ∙

∙ 11/29/2021

Deblur-NeRF: Neural Radiance Fields from Blurry Images

Neural Radiance Field (NeRF) has gained considerable attention recently ...

0 Li Ma, et al. ∙

∙ 04/18/2021

Let's See Clearly: Contaminant Artifact Removal for Moving Cameras

Contaminants such as dust, dirt and moisture adhering to the camera lens...

1 Xiaoyu Li, et al. ∙

∙ 08/10/2020

Deep Sketch-guided Cartoon Video Synthesis

We propose a novel framework to produce cartoon videos by fetching the c...

0 Xiaoyu Li, et al. ∙

∙ 09/30/2019

GraphRQI: Classifying Driver Behaviors Using Graph Spectrums

We present a novel algorithm (GraphRQI) to identify driver behaviors fro...

0 Rohan Chandra, et al. ∙

∙ 09/20/2019

Document Rectification and Illumination Correction using a Patch-based CNN

We propose a novel learning method to rectify document images with vario...

6 Xiaoyu Li, et al. ∙

∙ 09/08/2019

Blind Geometric Distortion Correction on Images Through Deep Learning

We propose the first general framework to automatically correct differen...

5 Xiaoyu Li, et al. ∙

∙ 06/13/2018

Natural Language Processing for EHR-Based Computational Phenotyping

This article reviews recent advances in applying natural language proces...

0 Zexian Zeng, et al. ∙

∙ 06/13/2018

Using Clinical Narratives and Structured Data to Identify Distant Recurrences in Breast Cancer

Accurately identifying distant recurrences in breast cancer from the Ele...

0 Zexian Zeng, et al. ∙

∙ 05/21/2018

On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes

Stochastic gradient descent is the method of choice for large scale opti...

0 Xiaoyu Li, et al. ∙

∙ 07/26/2016

Machine Learned Resume-Job Matching Solution

Job search through online matching engines nowadays are very prominent a...

0 Yiou Lin, et al. ∙

∙ 11/05/2015

An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding

In this article, how word embeddings can be used as features in Chinese ...

0 Yiou Lin, et al. ∙

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