Xiao Lin

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University of South Carolina ∙ Shanghai Jiao Tong University ∙ Virginia Polytechnic Institute and State University ∙ SRI International

Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning

Few-Shot Learning (FSL) aims to improve a model's generalization capabil...
11/19/2020 ∙ by Meng Ye, et al. ∙ 11 ∙ share

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How to Sell Hard Information

The seller of an asset has the option to buy hard information about the ...
10/15/2020 ∙ by S. Nageeb Ali, et al. ∙ 0 ∙ share

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The Impact of Explanations on AI Competency Prediction in VQA

Explainability is one of the key elements for building trust in AI syste...
07/02/2020 ∙ by Kamran Alipour, et al. ∙ 12 ∙ share

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Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation

Data sparsity is an inherent challenge in the recommender systems, where...
06/28/2020 ∙ by Wenhui Yu, et al. ∙ 0 ∙ share

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Image Classification with Hierarchical Multigraph Networks

Graph Convolutional Networks (GCNs) are a class of general models that c...
07/21/2019 ∙ by Boris Knyazev, et al. ∙ 4 ∙ share

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Data-Efficient Mutual Information Neural Estimator

Measuring Mutual Information (MI) between high-dimensional, continuous, ...
05/08/2019 ∙ by Xiao Lin, et al. ∙ 0 ∙ share

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Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts

Computing author intent from multimodal data like Instagram posts requir...
04/19/2019 ∙ by Julia Kruk, et al. ∙ 18 ∙ share

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Graph based Dynamic Segmentation of Generic Objects in 3D

We propose a novel 3D segmentation method for RBGD stream data to deal w...
04/17/2019 ∙ by Xiao Lin, et al. ∙ 0 ∙ share

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Personalized Context-aware Re-ranking for E-commerce Recommender Systems

Ranking is a core task in E-commerce recommender systems, which aims at ...
04/15/2019 ∙ by Changhua Pei, et al. ∙ 0 ∙ share

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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Modeling users' dynamic and evolving preferences from their historical b...
04/14/2019 ∙ by Fei Sun, et al. ∙ 0 ∙ share

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Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems

Existing recommendation algorithms mostly focus on optimizing traditiona...
02/03/2019 ∙ by Changhua Pei, et al. ∙ 0 ∙ share

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Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules

Spectral Graph Convolutional Networks (GCNs) are a generalization of con...
11/23/2018 ∙ by Boris Knyazev, et al. ∙ 0 ∙ share

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Human Motion Modeling using DVGANs

We present a novel generative model for human motion modeling using Gene...
04/27/2018 ∙ by Xiao Lin, et al. ∙ 0 ∙ share

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Online Compact Convexified Factorization Machine

Factorization Machine (FM) is a supervised learning approach with a powe...
02/05/2018 ∙ by Wenpeng Zhang, et al. ∙ 0 ∙ share

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An Approximate Bayesian Long Short-Term Memory Algorithm for Outlier Detection

Long Short-Term Memory networks trained with gradient descent and back-p...
12/23/2017 ∙ by Chao Chen, et al. ∙ 0 ∙ share

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Active Learning for Visual Question Answering: An Empirical Study

We present an empirical study of active learning for Visual Question Ans...
11/06/2017 ∙ by Xiao Lin, et al. ∙ 0 ∙ share

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Fast Approximate Data Assimilation for High-Dimensional Problems

Currently, real-time data assimilation techniques are overwhelmed by dat...
08/08/2017 ∙ by Xiao Lin, et al. ∙ 0 ∙ share

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Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks

Artificial agents today can answer factual questions. But they fall shor...
02/21/2015 ∙ by Xiao Lin, et al. ∙ 0 ∙ share

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Combining the Best of Graphical Models and ConvNets for Semantic Segmentation

We present a two-module approach to semantic segmentation that incorpora...
12/14/2014 ∙ by Michael Cogswell, et al. ∙ 0 ∙ share

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RE2L: An Efficient Output-sensitive Algorithm for Computing Boolean Operation on Circular-arc Polygons

The boundaries of conic polygons consist of conic segments or second deg...
11/04/2012 ∙ by Zhi Jie Wang, et al. ∙ 0 ∙ share

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Xiao Lin

Featured Co-authors

Yi Zhang

Dhruv Batra

Devi Parikh

Jun Liu

Chao Chen

Graham W Taylor

Jian Wu

Dan Jurafsky

Peilin Zhao

Fei Sun

Yongfeng Zhang

Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning

How to Sell Hard Information

The Impact of Explanations on AI Competency Prediction in VQA

Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation

Image Classification with Hierarchical Multigraph Networks

Data-Efficient Mutual Information Neural Estimator

Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts

Graph based Dynamic Segmentation of Generic Objects in 3D

Personalized Context-aware Re-ranking for E-commerce Recommender Systems

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Value-aware Recommendation based on Reinforced Profit Maximization in E-commerce Systems

Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules

Human Motion Modeling using DVGANs

Online Compact Convexified Factorization Machine

An Approximate Bayesian Long Short-Term Memory Algorithm for Outlier Detection

Active Learning for Visual Question Answering: An Empirical Study

Fast Approximate Data Assimilation for High-Dimensional Problems

Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks

Combining the Best of Graphical Models and ConvNets for Semantic Segmentation

RE2L: An Efficient Output-sensitive Algorithm for Computing Boolean Operation on Circular-arc Polygons