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cs.CV2016★ 1 cited
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition
Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe +1
Machine-learning algorithms have shown outstanding image recognition or classification performance for computer vision applications. However, the compute and energy requirement for…
cs.CV2016
Attention Tree: Learning Hierarchies of Visual Features for Large-Scale Image Recognition
Priyadarshini Panda, Kaushik Roy
One of the key challenges in machine learning is to design a computationally efficient multi-class classifier while maintaining the output accuracy and performance. In this paper,…