Showing 1–18 of 18 results
/ Date/ Name
Apr 23, 2025Noise-Tolerant Coreset-Based Class Incremental Continual LearningNov 8, 2024Data-Driven Distributed Common Operational Picture from Heterogeneous Platforms using Multi-Agent Reinforcement LearningAug 8, 2024Data-Driven Pixel Control: Challenges and ProspectsNov 30, 2023Improving the Robustness of Quantized Deep Neural Networks to White-Box Attacks using Stochastic Quantization and Information-Theoretic Ensemble TrainingNov 8, 2023Enhancing Multi-Agent Coordination through Common Operating Picture IntegrationAug 3, 2023Efficient Model Adaptation for Continual Learning at the EdgeJan 18, 2023A Domain-Agnostic Approach for Characterization of Lifelong Learning SystemsDec 8, 2022System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy GamesOct 14, 2022Low-power In-pixel Computing with Current-modulated Switched CapacitorsAug 9, 2022Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2Jun 10, 2022Real-time Hyper-Dimensional Reconfiguration at the Edge using Hardware AcceleratorsJul 14, 2020Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective TransferFeb 22, 2019Generative Memory for Lifelong Reinforcement LearningNov 12, 2018Generalized Ternary Connect: End-to-End Learning and Compression of Multiplication-Free Deep Neural NetworksJun 18, 2018Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep LearningAug 16, 2017BitNet: Bit-Regularized Deep Neural NetworksMar 27, 2017GPU Activity Prediction using Representation LearningMar 24, 2017Low Precision Neural Networks using Subband Decomposition