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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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Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review


Feb 05, 2021
Jie Yuan, Xuming Ran, Keyin Liu, Chen Yao, Yi Yao, Haiyan Wu, Quanying Liu


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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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Progressive Growing of Neural ODEs


Mar 08, 2020
Hammad A. Ayyubi, Yi Yao, Ajay Divakaran

* ICLR Workshop on Neural Networks and Differential Equations, 2020 

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A Study on Multimodal and Interactive Explanations for Visual Question Answering


Mar 01, 2020
Kamran Alipour, Jurgen P. Schulze, Yi Yao, Avi Ziskind, Giedrius Burachas

* Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2020) co-located with 34th AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, Feb 7, 2020 
* http://ceur-ws.org/Vol-2560/paper44.pdf 

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Lucid Explanations Help: Using a Human-AI Image-Guessing Game to Evaluate Machine Explanation Helpfulness


Apr 09, 2019
Arijit Ray, Giedrius Burachas, Yi Yao, Ajay Divakaran


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Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation


Dec 12, 2018
Pallabi Ghosh, Yi Yao, Larry S. Davis, Ajay Divakaran


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