Yuan Jin | DeepAI

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Yang Liu
344 publications
Ming Liu
179 publications
Hongzhi Yin
105 publications
Dinh Phung
98 publications
Han Yu
94 publications
Gholamreza Haffari
84 publications
Shirui Pan
81 publications
He Zhang
77 publications
Yi Chang
67 publications
Shaoting Zhang
60 publications
Jan Egger
56 publications

∙ 09/20/2023

A Region-Shrinking-Based Acceleration for Classification-Based Derivative-Free Optimization

Derivative-free optimization algorithms play an important role in scient...

0 Tianyi Han, et al. ∙

∙ 08/09/2023

Classification of lung cancer subtypes on CT images with synthetic pathological priors

The accurate diagnosis on pathological subtypes for lung cancer is of si...

0 Wentao Zhu, et al. ∙

∙ 12/23/2022

HiTSKT: A Hierarchical Transformer Model for Session-Aware Knowledge Tracing

Knowledge tracing (KT) aims to leverage students' learning histories to ...

0 Fucai Ke, et al. ∙

∙ 11/07/2022

Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables

Recently, discrete latent variable models have received a surge of inter...

0 Erxin Yu, et al. ∙

∙ 09/06/2022

The HoloLens in Medicine: A systematic Review and Taxonomy

The HoloLens (Microsoft Corp., Redmond, WA), a head-worn, optically see-...

0 Christina Gsaxner, et al. ∙

∙ 10/14/2021

Neural Attention-Aware Hierarchical Topic Model

Neural topic models (NTMs) apply deep neural networks to topic modelling...

0 Yuan Jin, et al. ∙

∙ 10/14/2021

Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence

This paper proposes a transformer over transformer framework, called Tra...

0 Chun Wai Lo, Kelvin, et al. ∙

∙ 10/04/2021

Leveraging Information Bottleneck for Scientific Document Summarization

This paper presents an unsupervised extractive approach to summarize sci...

0 Jiaxin Ju, et al. ∙

∙ 08/11/2021

Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation

Medical images, especially volumetric images, are of high resolution and...

11 Jianning Li, et al. ∙

∙ 08/06/2021

AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo

The aortic vessel tree is composed of the aorta and its branching arteri...

10 Yuan Jin, et al. ∙

∙ 07/27/2021

Federated Learning Meets Natural Language Processing: A Survey

Federated Learning aims to learn machine learning models from multiple d...

24 Ming Liu, et al. ∙

∙ 02/28/2021

Topic Modelling Meets Deep Neural Networks: A Survey

Topic modelling has been a successful technique for text analysis for al...

0 He Zhao, et al. ∙

∙ 11/12/2020

Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning

Supervised learning, characterized by both discriminative and generative...

0 Yuan Jin, et al. ∙

∙ 07/17/2020

SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression

Obtaining training data for multi-document summarization (MDS) is time c...

0 Jinming Zhao, et al. ∙

∙ 06/15/2020

Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention

prevention of stroke with its associated risk factors has been one of th...

0 Ce Ju, et al. ∙

∙ 02/21/2020

Leveraging Cross Feedback of User and Item Embeddings for Variational Autoencoder based Collaborative Filtering

Matrix factorization (MF) has been widely applied to collaborative filte...

0 Yuan Jin, et al. ∙

∙ 10/12/2019

Variational Auto-encoder Based Bayesian Poisson Tensor Factorization for Sparse and Imbalanced Count Data

Non-negative tensor factorization models enable predictive analysis on c...

0 Yuan Jin, et al. ∙

∙ 12/05/2018

A Technical Survey on Statistical Modelling and Design Methods for Crowdsourcing Quality Control

Online crowdsourcing provides a scalable and inexpensive means to collec...

0 Yuan Jin, et al. ∙

∙ 10/08/2018

Hierarchical clustering that takes advantage of both density-peak and density-connectivity

This paper focuses on density-based clustering, particularly the Density...

0 Ye Zhu, et al. ∙

∙ 02/12/2018

Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing

The questions in a crowdsourcing task typically exhibit varying degrees ...

0 Yuan Jin, et al. ∙

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