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Using DeepProbLog to perform Complex Event Processing on an Audio Stream


Oct 15, 2021
Marc Roig Vilamala, Tianwei Xing, Harrison Taylor, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

* 8 pages, 3 figures 

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Towards Imperceptible Query-limited Adversarial Attacks with Perceptual Feature Fidelity Loss


Jan 31, 2021
Pengrui Quan, Ruiming Guo, Mani Srivastava


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An Experimentation Platform for Explainable Coalition Situational Understanding


Nov 09, 2020
Katie Barrett-Powell, Jack Furby, Liam Hiley, Marc Roig Vilamala, Harrison Taylor, Federico Cerutti, Alun Preece, Tianwei Xing, Luis Garcia, Mani Srivastava, Dave Braines

* Presented at AAAI FSS-20: Artificial Intelligence in Government and Public Sector, Washington, DC, USA 

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Towards human-agent knowledge fusion (HAKF) in support of distributed coalition teams


Oct 23, 2020
Dave Braines, Federico Cerutti, Marc Roig Vilamala, Mani Srivastava, Lance Kaplan Alun Preece, Gavin Pearson

* Presented at AAAI FSS-20: Artificial Intelligence in Government and Public Sector, Washington, DC, USA 

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A Hybrid Neuro-Symbolic Approach for Complex Event Processing


Sep 18, 2020
Marc Roig Vilamala, Harrison Taylor, Tianwei Xing, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

* Accepted as extended abstract at ICLP2020 

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A Hybrid Neuro-Symbolic Approach for Complex EventProcessing


Sep 07, 2020
Marc Roig Vilamala, Harrison Taylor, Tianwei Xing, Luis Garcia, Mani Srivastava, Lance Kaplan, Alun Preece, Angelika Kimmig, Federico Cerutti

* Accepted as extended abstract at ICLP2020 

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Quick Question: Interrupting Users for Microtasks with Reinforcement Learning


Jul 18, 2020
Bo-Jhang Ho, Bharathan Balaji, Mehmet Koseoglu, Sandeep Sandha, Siyou Pei, Mani Srivastava

* Presented at the 2nd Workshop on Human in the Loop Learning in ICML 2020 

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MANGO: A Python Library for Parallel Hyperparameter Tuning


May 22, 2020
Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani Srivastava

* 5 pages, 3 figures, ICASSP Conference 

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NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations


Nov 18, 2019
Xijie Huang, Moustafa Alzantot, Mani Srivastava

* 8 pages, 13 figures 

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NeuroMask: Explaining Predictions of Deep Neural Networks through Mask Learning


Aug 05, 2019
Moustafa Alzantot, Amy Widdicombe, Simon Julier, Mani Srivastava

* Published in the DAIS 2019 - Workshop on Distributed Analytics InfraStructure and Algorithms for Multi-Organization Federations 

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Generating Natural Language Adversarial Examples


Sep 24, 2018
Moustafa Alzantot, Yash Sharma, Ahmed Elgohary, Bo-Jhang Ho, Mani Srivastava, Kai-Wei Chang

* Accepted in EMNLP 2018 (Conference on Empirical Methods in Natural Language Processing) 

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GenAttack: Practical Black-box Attacks with Gradient-Free Optimization


May 28, 2018
Moustafa Alzantot, Yash Sharma, Supriyo Chakraborty, Mani Srivastava


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Realizing Uncertainty-Aware Timing Stack in Embedded Operating System


Feb 03, 2018
Amr Alanwar, Fatima M. Anwar, Joao P Hespanha, Mani Srivastava

* In Proc. of the Embedded Operating Systems Workshop, 2016 

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TERSE-KF: Event-Trigger Diffusion Kalman Filter with Application to Localization and Time Synchronization


Jan 29, 2018
Amr Alanwar, Tsang-Kai Chang, Mani Srivastava, Ankur Mehta


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SecSens: Secure State Estimation with Application to Localization and Time Synchronization


Jan 22, 2018
Amr Alanwar, Bernhard Etzlinger, Henrique Ferraz, Joao Hespanha, Mani Srivastava


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Did you hear that? Adversarial Examples Against Automatic Speech Recognition


Jan 02, 2018
Moustafa Alzantot, Bharathan Balaji, Mani Srivastava

* Published in NIPS 2017 Machine Deception workshop 

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D-SLATS: Distributed Simultaneous Localization and Time Synchronization


Nov 10, 2017
Amr Alanwar, Henrique Ferraz, Kevin Hsieh, Rohit Thazhath, Paul Martin, Joao Hespanha, Mani Srivastava


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Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration


Jul 15, 2017
Jeng-Hau Lin, Tianwei Xing, Ritchie Zhao, Zhiru Zhang, Mani Srivastava, Zhuowen Tu, Rajesh K. Gupta

* 9 pages, 6 figures, accepted for Embedded Vision Workshop (CVPRW) 

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