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Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling



Yu-Ying Liu , Alexander Moreno , Maxwell A. Xu , Shuang Li , Jena C. McDaniel , Nancy C. Brady , Agata Rozga , Fuxin Li , Le Song , James M. Rehg


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Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation



Jay Patravali , Gaurav Mittal , Ye Yu , Fuxin Li , Mei Chen

* ICCV 2021 (Oral) 

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Space Time Recurrent Memory Network



Hung Nguyen , Fuxin Li


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Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning



Matthew L. Olson , Roli Khanna , Lawrence Neal , Fuxin Li , Weng-Keen Wong

* Artificial Intelligence, 2021, 103455, ISSN 0004-3702 
* Full source code available at https://github.com/mattolson93/counterfactual-state-explanations 

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iGOS++: Integrated Gradient Optimized Saliency by Bilateral Perturbations



Saeed Khorram , Tyler Lawson , Fuxin Li


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Structured Attention Graphs for Understanding Deep Image Classifications



Vivswan Shitole , Fuxin Li , Minsuk Kahng , Prasad Tadepalli , Alan Fern

* 26 pages, 25 figures 

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Counterfactual States for Atari Agents via Generative Deep Learning



Matthew L. Olson , Lawrence Neal , Fuxin Li , Weng-Keen Wong

* IJCAI XAI Workshop 2019 

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Interactive Naming for Explaining Deep Neural Networks: A Formative Study



Mandana Hamidi-Haines , Zhongang Qi , Alan Fern , Fuxin Li , Prasad Tadepalli


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Purely Geometric Scene Association and Retrieval - A Case for Macro Scale 3D Geometry



Rahul Sawhney , Fuxin Li , Henrik I. Christensen , Charles L. Isbell

* Accepted in ICRA '18 

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