Chang Shu | DeepAI

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Xi Chen
293 publications
Fan Yang
225 publications
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190 publications
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144 publications
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128 publications
Carola-Bibiane Schönlieb
128 publications
Xiang Bai
128 publications
Yan Yan
126 publications
Zhen Li
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Xiang Wang
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Adrian Weller
101 publications

∙ 07/25/2023

Duet: efficient and scalable hybriD neUral rElation undersTanding

Learned cardinality estimation methods have achieved high precision comp...

0 Kaixin Zhang, et al. ∙

∙ 05/24/2023

Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark

Large language models (LLMs) have been shown to perform well at a variet...

0 Minje Choi, et al. ∙

∙ 10/05/2022

Improving Visual-Semantic Embedding with Adaptive Pooling and Optimization Objective

Visual-Semantic Embedding (VSE) aims to learn an embedding space where r...

0 Zijian Zhang, et al. ∙

∙ 05/11/2022

Pre-trained Language Models as Re-Annotators

Annotation noise is widespread in datasets, but manually revising a flaw...

2 Chang Shu, et al. ∙

∙ 04/29/2022

SideRT: A Real-time Pure Transformer Architecture for Single Image Depth Estimation

Since context modeling is critical for estimating depth from a single im...

5 Chang Shu, et al. ∙

∙ 03/08/2022

Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes

Real-time semantic segmentation, which aims to achieve high segmentation...

6 Xi Weng, et al. ∙

∙ 11/18/2021

Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence

Artificial intelligence (AI) provides a promising substitution for strea...

14 Xiang Bai, et al. ∙

∙ 09/26/2020

The smoothed complexity of Frank-Wolfe methods via conditioning of random matrices and polytopes

Frank-Wolfe methods are popular for optimization over a polytope. One of...

0 Luis Rademacher, et al. ∙

∙ 07/21/2020

Feature-metric Loss for Self-supervised Learning of Depth and Egomotion

Photometric loss is widely used for self-supervised depth and egomotion ...

0 Chang Shu, et al. ∙

∙ 05/11/2020

Non-iterative Simultaneous Rigid Registration Method for Serial Sections of Biological Tissue

In this paper, we propose a novel non-iterative algorithm to simultaneou...

1 Chang Shu, et al. ∙

∙ 04/02/2020

How Furiously Can Colourless Green Ideas Sleep? Sentence Acceptability in Context

We study the influence of context on sentence acceptability. First we co...

0 Jey Han Lau, et al. ∙

∙ 03/05/2018

Abnormality Detection in Mammography using Deep Convolutional Neural Networks

Breast cancer is the most common cancer in women worldwide. The most com...

0 Pengcheng Xi, et al. ∙

∙ 01/29/2018

Hierarchical Spatial Transformer Network

Computer vision researchers have been expecting that neural networks hav...

0 Chang Shu, et al. ∙

∙ 12/17/2013

Estimation of Human Body Shape and Posture Under Clothing

Estimating the body shape and posture of a dressed human subject in moti...

0 Stefanie Wuhrer, et al. ∙

∙ 06/19/2013

Finite Element Based Tracking of Deforming Surfaces

We present an approach to robustly track the geometry of an object that ...

0 Stefanie Wuhrer, et al. ∙

∙ 02/07/2012

Fully Automatic Expression-Invariant Face Correspondence

We consider the problem of computing accurate point-to-point corresponde...

0 Augusto Salazar, et al. ∙

∙ 09/06/2011

Estimating 3D Human Shapes from Measurements

The recent advances in 3-D imaging technologies give rise to databases o...

0 Stefanie Wuhrer, et al. ∙

∙ 05/01/2008

Morphing of Triangular Meshes in Shape Space

We present a novel approach to morph between two isometric poses of the ...

0 Stefanie Wuhrer, et al. ∙

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