5 Result(s)
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Chapter and Conference Paper
Age Estimation via Pose-Invariant 3D Face Alignment Feature in 3 Streams of CNN
This paper proposes an algorithm for age estimation intentionally considering the pose variation and local deformation of faces. Pose-invariant patches are extracted in face region, and they are located from t...
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Chapter and Conference Paper
WPNet: Wallpaper Recommendation with Deep Convolutional Neural Networks
The recommendation quality of new users plays an increasingly important role in recommender systems. Collaborative Filtering cannot handle the cold-start problem, while the content-based approach sometimes can...
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Chapter and Conference Paper
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge
Recently, deep neural networks (DNNs) have been widely applied in mobile intelligent applications. The inference for the DNNs is usually performed in the cloud. However, it leads to a large overhead of transmi...
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Chapter and Conference Paper
Fast CNN Pruning via Redundancy-Aware Training
The heavy storage and computational overheads have become a hindrance to the deployment of modern Convolutional Neural Networks (CNNs). To overcome this drawback, many works have been proposed to exploit redun...
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Chapter and Conference Paper
Fast Haze Removal of UAV Images Based on Dark Channel Prior
A fast haze removal algorithm based on dark channel prior is proposed to overcome the color distortion and inefficiency caused by the dark channel prior algorithm in the recovery of UAV images. The quad-tree s...
