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03/26/2019
Efficient Incremental Learning for Mobile Object Detection
Object detection models shipped with camera-equipped mobile devices cann...
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03/20/2019
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML
Lifelong learning, the problem of continual learning where tasks arrive ...
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03/19/2019
Class-incremental Learning via Deep Model Consolidation
Deep neural networks (DNNs) often suffer from "catastrophic forgetting" ...
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02/26/2019
Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation
The key challenge of generative Visual Dialogue (VD) systems is to respo...
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11/10/2017