作者:王云鹤
链接:https://www.zhihu.com/question/372070853/answer/1035056133
来源:知乎
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1.GhostNet: More Features from Cheap Operations(超越Mobilenet v3的架构)
2.AdderNet: Do We Really Need Multiplications in Deep Learning? (加法神经网络)3.Frequency Domain Compact 3D Convolutional Neural Networks (3dCNN压缩)
4.A Semi-Supervised Assessor of Neural Architectures (神经网络精度预测器 NAS)
5.Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection (NAS 检测,这个我提一句,这个是backbone-neck-head一起搜索, 三位一体哈哈)
6.CARS: Contunuous Evolution for Efficient Neural Architecture Search (连续进化的NAS,高效,具备可微和进化的多重优势,且能输出帕累托前研)
7.On Positive-Unlabeled Classification in GAN (PU+GAN,这个题目倒是很直观哈哈)