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Papers Continuous Object Recognition

“Continuous Object Recognition” 태그가 달린 논문 2편 · 필터 해제

Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization

2018-05-28 · German I. Parisi, Jun Tani, Cornelius Weber, Stefan Wermter

Artificial autonomous agents and robots interacting in complex environments are required to continually acquire and fine-tune knowledge over sustained periods of time. The ability to learn from continuous streams of info…

Active LearningContinuous Object RecognitionIncremental LearningLifelong learning+1

CORe50: a New Dataset and Benchmark for Continuous Object Recognition

2017-05-09 · Vincenzo Lomonaco, Davide Maltoni

Continuous/Lifelong learning of high-dimensional data streams is a challenging research problem. In fact, fully retraining models each time new data become available is infeasible, due to computational and storage issues…

Continuous Object RecognitionLifelong learningObjectObject Recognition
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