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Featured Co-authors

Yan Zhang
195 publications
Chi Zhang
179 publications
Jian Li
150 publications
Lingfei Wu
97 publications
Han Yu
94 publications
Qiang Wang
84 publications
David Barber
40 publications
Bo Long
37 publications
Xiaojie Guo
35 publications
Shan Yang
30 publications
Jie Guo
30 publications

∙ 03/18/2023

Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction

Predicting panoramic indoor lighting from a single perspective image is ...

0 Jiayang Bai, et al. ∙

∙ 10/03/2022

A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture

Agricultural research is essential for increasing food production to mee...

0 Brandon Victor, et al. ∙

∙ 06/30/2022

Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition

Human action recognition is a quite hugely investigated area where most ...

0 Lin Yuan, et al. ∙

∙ 06/26/2022

Automatic Generation of Product-Image Sequence in E-commerce

Product images are essential for providing desirable user experience in ...

9 Xiaochuan Fan, et al. ∙

∙ 05/21/2022

Scenario-based Multi-product Advertising Copywriting Generation for E-Commerce

In this paper, we proposed an automatic Scenario-based Multi-product Adv...

7 Xueying Zhang, et al. ∙

∙ 02/13/2022

Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction

Lighting prediction from a single image is becoming increasingly importa...

5 Jiayang Bai, et al. ∙

∙ 12/16/2021

Intelligent Online Selling Point Extraction for E-Commerce Recommendation

In the past decade, automatic product description generation for e-comme...

8 Xiaojie Guo, et al. ∙

∙ 12/15/2021

Automatic Product Copywriting for E-Commerce

Product copywriting is a critical component of e-commerce recommendation...

7 Xueying Zhang, et al. ∙

∙ 08/20/2021

Semi-supervised learning for medical image classification using imbalanced training data

Medical image classification is often challenging for two reasons: a lac...

0 Tri Huynh, et al. ∙

∙ 08/09/2021

Pose is all you need: The pose only group activity recognition system (POGARS)

We introduce a novel deep learning based group activity recognition appr...

0 Haritha Thilakarathne, et al. ∙

∙ 06/26/2021

Improving Sequential Recommendation Consistency with Self-Supervised Imitation

Most sequential recommendation models capture the features of consecutiv...

0 Xu Yuan, et al. ∙

∙ 06/11/2021

A comprehensive solution to retrieval-based chatbot construction

In this paper we present the results of our experiments in training and ...

0 Kristen Moore, et al. ∙

∙ 06/01/2021

Enhancing Trajectory Prediction using Sparse Outputs: Application to Team Sports

Sophisticated trajectory prediction models that effectively mimic team d...

0 Brandon Victor, et al. ∙

∙ 07/08/2020

Distributed Training of Deep Learning Models: A Taxonomic Perspective

Distributed deep learning systems (DDLS) train deep neural network model...

0 Matthias Langer, et al. ∙

∙ 09/10/2018

Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers

Online Multi-Object Tracking (MOT) from videos is a challenging computer...

0 Zhen He, et al. ∙

∙ 06/05/2018

3D Human Pose Estimation with 2D Marginal Heatmaps

Automatically determining three-dimensional human pose from monocular RG...

0 Aiden Nibali, et al. ∙

∙ 01/23/2018

Numerical Coordinate Regression with Convolutional Neural Networks

We study deep learning approaches to inferring numerical coordinates for...

0 Aiden Nibali, et al. ∙

∙ 11/05/2017

Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning

Long Short-Term Memory (LSTM) is a popular approach to boosting the abil...

0 Zhen He, et al. ∙

∙ 05/28/2017

Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural Networks

In many sports, it is useful to analyse video of an athlete in competiti...

0 Brandon Victor, et al. ∙

∙ 05/25/2017

Extraction and Classification of Diving Clips from Continuous Video Footage

Due to recent advances in technology, the recording and analysis of vide...

0 Aiden Nibali, et al. ∙

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