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08/18/2023
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning
Catastrophic forgetting; the loss of old knowledge upon acquiring new kn...
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05/11/2023
Undercover Deepfakes: Detecting Fake Segments in Videos
The recent renaissance in generative models, driven primarily by the adv...
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06/22/2022
Multi-Resolution, Multi-Horizon Distributed Solar PV Power Forecasting with Forecast Combinations
Distributed, small-scale solar photovoltaic (PV) systems are being insta...
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08/21/2020
An Incentive-compatible Energy Trading Framework for Neighborhood Area Networks with Shared Energy Storage
Here, a novel energy trading system is proposed for demand-side manageme...
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12/09/2019
Self Organizing Nebulous Growths for Robust and Incremental Data Visualization
Non-parametric dimensionality reduction techniques, such as t-SNE and UM...
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01/09/2019
The Fast Heuristic Algorithms and Post-Processing Techniques to Design Large and Low-Cost Communication Networks
It is challenging to design large and low-cost communication networks. I...
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12/24/2018
