A domain-agnostic approach for characterization of lifelong learning systems von Baker, Megan M., New, Alexander, Aguilar-Simon, Mario, Al-Halah, Ziad, Arnold, Sébastien M.R., Ben-Iwhiwhu, Ese, Brna, Andrew P., Brooks, Ethan, Brown, Ryan C., Daniels, Zachary, Daram, Anurag, Delattre, Fabien, Dellana, Ryan, Eaton, Eric, Fu, Haotian, Grauman, Kristen, Hostetler, Jesse, Iqbal, Shariq, Kent, Cassandra, Ketz, Nicholas, Kolouri, Soheil, Konidaris, George, Kudithipudi, Dhireesha, Learned-Miller, Erik, Lee, Seungwon, Littman, Michael L., Madireddy, Sandeep, Mendez, Jorge A., Nguyen, Eric Q., Piatko, Christine, Pilly, Praveen K., Raghavan, Aswin, Rahman, Abrar, Ramakrishnan, Santhosh Kumar, Ratzlaff, Neale, Soltoggio, Andrea, Stone, Peter, Sur, Indranil, Tang, Zhipeng, Tiwari, Saket, Vedder, Kyle, Wang, Felix, Xu, Zifan, Yanguas-Gil, Angel, Yedidsion, Harel, Yu, Shangqun, Vallabha, Gautam K.

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Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning von Sur, Indranil, Raghavan, Aswin, Rahman, Abrar, Hare, James Z, Cassenti, Daniel, Busart, Carl

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Human Body Model based ID using Shape and Pose Parameters von Sundaresan, Aravind, Burns, Brian, Sur, Indranil, Yao, Yi, Lin, Xiao, Kim, Sujeong

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Dual-Key Multimodal Backdoors for Visual Question Answering von Walmer, Matthew, Sikka, Karan, Sur, Indranil, Shrivastava, Abhinav, Jha, Susmit

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TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models von Sur, Indranil, Sikka, Karan, Walmer, Matthew, Koneripalli, Kaushik, Roy, Anirban, Lin, Xiao, Divakaran, Ajay, Jha, Susmit

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Detecting Trojaned DNNs Using Counterfactual Attributions von Sikka, Karan, Sur, Indranil, Jha, Susmit, Roy, Anirban, Divakaran, Ajay

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Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 von Daniels, Zachary, Raghavan, Aswin, Hostetler, Jesse, Rahman, Abrar, Sur, Indranil, Piacentino, Michael, Divakaran, Ajay

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Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer von Raghavan, Aswin, Hostetler, Jesse, Sur, Indranil, Rahman, Abrar, Divakaran, Ajay

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Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement Learning von Sur, Indranil, Raghavan, Aswin, Rahman, Abrar, Hare, James Z, Cassenti, Daniel, Busart, Carl

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SYSTEM DESIGN FOR AN INTEGRATED LIFELONG MACHINE LEARNING AGENT von DIVAKARAN, Ajay, PIACENTINO, Michael R, NADAMUNI RAGHAVAN, Aswin, DANIELS, Zachary, HOSTETLER, Jesse, SUR, Indranil, RAHMAN, Abrar

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Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks von Sikka, Karan, Silberfarb, Andrew, Byrnes, John, Sur, Indranil, Chow, Ed, Divakaran, Ajay, Rohwer, Richard

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Dual-Key Multimodal Backdoors for Visual Question Answering von Walmer, Matthew, Sikka, Karan, Sur, Indranil, Shrivastava, Abhinav, Jha, Susmit

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Human Body Model based ID using Shape and Pose Parameters von Sundaresan, Aravind, Burns, Brian, Sur, Indranil, Yao, Yi, Lin, Xiao, Kim, Sujeong

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TIJO: Trigger Inversion with Joint Optimization for Defending Multimodal Backdoored Models von Sur, Indranil, Sikka, Karan, Walmer, Matthew, Kaushik Koneripalli, Roy, Anirban, Lin, Xiao, Divakaran, Ajay, Jha, Susmit

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Data-Efficient Mutual Information Neural Estimator von Lin, Xiao, Sur, Indranil, Nastase, Samuel A, Divakaran, Ajay, Hasson, Uri, Amer, Mohamed R

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System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games von Sur, Indranil, Daniels, Zachary, Rahman, Abrar, Faber, Kamil, Gallardo, Gianmarco J, Hayes, Tyler L, Taylor, Cameron E, Gurbuz, Mustafa Burak, Smith, James, Joshi, Sahana, Japkowicz, Nathalie, Baron, Michael, Kira, Zsolt, Kanan, Christopher, Corizzo, Roberto, Divakaran, Ajay, Piacentino, Michael, Hostetler, Jesse, Raghavan, Aswin

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Generative memory for lifelong machine learning von Hostetler, Jesse, Sur, Indranil, Rahman, Abrar Abdullah, Nadamuni Raghavan, Aswin, Chai, Sek Meng

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Detecting Trojaned DNNs Using Counterfactual Attributions von Sikka, Karan, Sur, Indranil, Jha, Susmit, Roy, Anirban, Divakaran, Ajay

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Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 von Daniels, Zachary, Raghavan, Aswin, Hostetler, Jesse, Rahman, Abrar, Sur, Indranil, Piacentino, Michael, Divakaran, Ajay

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A domain-agnostic approach for characterization of lifelong learning systems von Megan M Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien MR Arnold, Eseoghene Ben-Iwhiwhu, Andrew P Brna, Ethan Brooks, Ryan C Brown, Zachary Daniels, Anurag Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz, Soheil Kolouri, George Konidaris, Dhireesha Kudithipudi, Erik Learned-Miller, Seungwon Lee, Michael L Littman, Sandeep Madireddy, Jorge A Mendez, Eric Q Nguyen, Christine Piatko, Praveen K Pilly, Aswin Raghavan, Abrar Rahman, Santhosh Kumar Ramakrishnan, Neale Ratzlaff, Andrea Soltoggio, Peter Stone, Indranil Sur, Zhipeng Tang, Saket Tiwari, Kyle Vedder, Felix Wang, Zifan Xu, Angel Yanguas-Gil, Harel Yedidsion, Shangqun Yu, Gautam K Vallabha

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