Search Results for author: Zheng Hu

Found 11 papers, 5 papers with code

Desigen: A Pipeline for Controllable Design Template Generation

no code implementations14 Mar 2024 Haohan Weng, Danqing Huang, Yu Qiao, Zheng Hu, Chin-Yew Lin, Tong Zhang, C. L. Philip Chen

In this paper, we present Desigen, an automatic template creation pipeline which generates background images as well as harmonious layout elements over the background.

Collaborative Recommendation Model Based on Multi-modal Multi-view Attention Network: Movie and literature cases

no code implementations24 May 2023 Zheng Hu, Shi-Min Cai, Jun Wang, Tao Zhou

Thus, the representation of users' dislikes should be integrated into the user modelling when we construct a collaborative recommendation model.

Bert4XMR: Cross-Market Recommendation with Bidirectional Encoder Representations from Transformer

1 code implementation24 May 2023 Zheng Hu, Satoshi Nakagawa, Shi-Min Cai, Fuji Ren

To mitigate potential negative transfer, we separate the item representations into market embeddings and item embeddings.

General Knowledge Transfer Learning

Multi-sensor Suboptimal Fusion Student's $t$ Filter

no code implementations23 Apr 2022 Tiancheng Li, Zheng Hu, ZhunGa Liu, Xiaoxu Wang

A multi-sensor fusion Student's $t$ filter is proposed for time-series recursive estimation in the presence of heavy-tailed process and measurement noises.

Sensor Fusion Time Series +1

Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification

1 code implementation25 Sep 2021 Zheng Hu, Chuang Zhu, Gang He

However, the previous approaches did not fully exploit information of hard samples, simply using cluster centroid or all instances for contrastive learning.

Contrastive Learning Pseudo Label +1

Robust Dynamic Network Embedding via Ensembles

3 code implementations30 May 2021 Chengbin Hou, Guoji Fu, Peng Yang, Zheng Hu, Shan He, Ke Tang

It is natural to ask if existing DNE methods can perform well for an input dynamic network without smooth changes.

Network Embedding

Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation

1 code implementation22 Jan 2021 Gongyang Li, Zhi Liu, Ran Shi, Zheng Hu, Weijie Wei, Yong Wu, Mengke Huang, Haibin Ling

In this paper, we focus on Personal Fixations-based Object Segmentation (PFOS) to address issues in previous studies, such as the lack of appropriate dataset and the ambiguity in fixations-based interaction.

Image Segmentation Object +2

On Tie Strength Augmented Social Correlation for Inferring Preference of Mobile Telco Users

no code implementations1 Mar 2016 Shifeng Liu, Zheng Hu, Sujit Dey, Xin Ke

Based on a real world telecom dataset including CDRs and preference of more than $550K$ users for several months, we verified that correlation does exist between online preference in such \textit{ambiguous} social network.

Collaborative Filtering Marketing

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