随笔分类 - Paper Reading

Flexible Camera Calibration By Viewing a Plane From Unknown Orientations

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posted @ 2020-01-06 19:00 nowgood 阅读(1711) 评论(0) 推荐(0)

PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection

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posted @ 2019-09-08 14:45 nowgood 阅读(530) 评论(0) 推荐(0)

STN(Spatial Transformer Networks)

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posted @ 2019-06-08 22:03 nowgood 阅读(5619) 评论(0) 推荐(0)

Distilling the Knowledge in a Neural Network

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posted @ 2019-05-26 20:10 nowgood 阅读(2160) 评论(0) 推荐(1)

Do Deep Nets Really Need to be Deep?

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这里有意思的一点就是, 这里提到如果有更多与原始训练集相似的未标记的数据可用, 即使老师模型的性能不变, 随着数据的增多, 学生模型的性能也会提高, 可以试一下. 阅读全文

posted @ 2019-05-26 18:06 nowgood 阅读(1687) 评论(0) 推荐(0)

Bag of Tricks for Image Classiﬁcation with Convolutional Neural Networks

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posted @ 2019-05-11 17:13 nowgood 阅读(614) 评论(0) 推荐(0)

Selective Kernel Network

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posted @ 2019-04-22 11:52 nowgood 阅读(1407) 评论(0) 推荐(0)

A Discriminative Feature Learning Approach for Deep Face Recognition

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center loss 阅读全文

posted @ 2019-04-21 19:14 nowgood 阅读(1959) 评论(0) 推荐(0)

recurrent model for visual attention

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posted @ 2019-04-21 17:41 nowgood 阅读(626) 评论(0) 推荐(0)

rethinking imageNet pre-training

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posted @ 2019-04-21 15:51 nowgood 阅读(567) 评论(0) 推荐(0)

Deep Mutual Learning

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该论文探讨了一种与模型蒸馏(model distillation)相关却不同的模型---即相互学习(mutual learning)。阅读全文

posted @ 2019-03-03 22:26 nowgood 阅读(1664) 评论(0) 推荐(0)