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05/27/2021
Towards Efficient Full 8-bit Integer DNN Online Training on Resource-limited Devices without Batch Normalization
Huge computational costs brought by convolution and batch normalization ...
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11/30/2020
Training and Inference for Integer-Based Semantic Segmentation Network
Semantic segmentation has been a major topic in research and industry in...
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10/22/2020
Restoring Negative Information in Few-Shot Object Detection
Few-shot learning has recently emerged as a new challenge in the deep le...
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12/28/2019
Transfer Learning in General Lensless Imaging through Scattering Media
Recently deep neural networks (DNNs) have been successfully introduced t...
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09/05/2019