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Progressive Learning of Low-Precision Networks
Recent years have witnessed the great advance of deep learning in a variety of vision tasks.
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection
The deep regionlets framework consists of a region selection network and a deep regionlet learning module.
Deep Regionlets for Object Detection
The deep regionlets framework consists of a region selection network and a deep regionlet learning module.
SEP-Nets: Small and Effective Pattern Networks
By doing this, we show that previous deep CNNs such as GoogLeNet and Inception-type Nets can be compressed dramatically with marginal drop in performance.
Deep Reinforcement Learning-based Image Captioning with Embedding Reward
The policy network serves as a local guidance by providing the confidence of predicting the next word according to the current state.
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