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Online Changepoint Detection on a Budget


Jan 11, 2022
Zhaohui Wang, Xiao Lin, Abhinav Mishra, Ram Sriharsha


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Improving Users' Mental Model with Attention-directed Counterfactual Edits


Oct 15, 2021
Kamran Alipour, Arijit Ray, Xiao Lin, Michael Cogswell, Jurgen P. Schulze, Yi Yao, Giedrius T. Burachas

* Accepted for publication in Applied AI Letters 

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Trigger Hunting with a Topological Prior for Trojan Detection


Oct 15, 2021
Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen

* 16 pages, 9 figures 

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Confidence Calibration for Domain Generalization under Covariate Shift


Apr 01, 2021
Yunye Gong, Xiao Lin, Yi Yao, Thomas G. Dietterich, Ajay Divakaran, Melinda Gervasio


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Modular Adaptation for Cross-Domain Few-Shot Learning


Apr 01, 2021
Xiao Lin, Meng Ye, Yunye Gong, Giedrius Buracas, Nikoletta Basiou, Ajay Divakaran, Yi Yao


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Knowing What VQA Does Not: Pointing to Error-Inducing Regions to Improve Explanation Helpfulness


Mar 31, 2021
Arijit Ray, Michael Cogswell, Xiao Lin, Kamran Alipour, Ajay Divakaran, Yi Yao, Giedrius Burachas


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Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning


Nov 19, 2020
Meng Ye, Xiao Lin, Giedrius Burachas, Ajay Divakaran, Yi Yao


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The Impact of Explanations on AI Competency Prediction in VQA


Jul 02, 2020
Kamran Alipour, Arijit Ray, Xiao Lin, Jurgen P. Schulze, Yi Yao, Giedrius T. Burachas

* Submitted to HCCAI 2020 

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Semi-supervised Collaborative Filtering by Text-enhanced Domain Adaptation


Jun 28, 2020
Wenhui Yu, Xiao Lin, Junfeng Ge, Wenwu Ou, Zheng Qin

* KDD 2020 paper 

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Image Classification with Hierarchical Multigraph Networks


Jul 21, 2019
Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor

* 13 pages, BMVC 2019 

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Data-Efficient Mutual Information Neural Estimator


May 24, 2019
Xiao Lin, Indranil Sur, Samuel A. Nastase, Ajay Divakaran, Uri Hasson, Mohamed R. Amer


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


Apr 19, 2019
Julia Kruk, Jonah Lubin, Karan Sikka, Xiao Lin, Dan Jurafsky, Ajay Divakaran


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Graph based Dynamic Segmentation of Generic Objects in 3D


Apr 17, 2019
Xiao Lin, Josep R. Casas, Montse Pardàs

* CVPR 2016 workshops - SUNw: Scene Understanding Workshop 2016 See workshop listing in http://cvpr2016.thecvf.com/program/workshops and paper listing in http://sunw.csail.mit.edu/2016/posters.html

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


Apr 15, 2019
Changhua Pei, Yi Zhang, Yongfeng Zhang, Fei Sun, Xiao Lin, Hanxiao Sun, Jian Wu, Peng Jiang, Wenwu Ou, Dan Pei

* 11 pages 

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BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer


Apr 14, 2019
Fei Sun, Jun Liu, Jian Wu, Changhua Pei, Xiao Lin, Wenwu Ou, Peng Jiang


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


Feb 03, 2019
Changhua Pei, Xinru Yang, Qing Cui, Xiao Lin, Fei Sun, Peng Jiang, Wenwu Ou, Yongfeng Zhang

* to appear at the webconf 2019 

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Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules


Nov 23, 2018
Boris Knyazev, Xiao Lin, Mohamed R. Amer, Graham W. Taylor

* 11 pages, 5 figures, NIPS 2018 Workshop on Machine Learning for Molecules and Materials 

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Human Motion Modeling using DVGANs


May 18, 2018
Xiao Lin, Mohamed R. Amer


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Online Compact Convexified Factorization Machine


Feb 05, 2018
Wenpeng Zhang, Xiao Lin, Peilin Zhao

* 11 pages, 2 figures, WWW2018 (Accepted) 

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


Dec 23, 2017
Chao Chen, Xiao Lin, Gabriel Terejanu


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Active Learning for Visual Question Answering: An Empirical Study


Nov 06, 2017
Xiao Lin, Devi Parikh


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Leveraging Visual Question Answering for Image-Caption Ranking


Aug 31, 2016
Xiao Lin, Devi Parikh


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


Jul 29, 2015
Xiao Lin, Devi Parikh


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Combining the Best of Graphical Models and ConvNets for Semantic Segmentation


Dec 16, 2014
Michael Cogswell, Xiao Lin, Senthil Purushwalkam, Dhruv Batra

* 13 pages, 6 figures 

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