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标题/作者	年份
Efficientnet: Rethinking model scaling for convolutional neural networks M Tan, Q Le International conference on machine learning, 6105-6114	2019
Cbam: Convolutional block attention module S Woo, J Park, JY Lee, IS Kweon Proceedings of the European conference on computer vision (ECCV), 3-19	2018
Yolov4: Optimal speed and accuracy of object detection A Bochkovskiy, CY Wang, HYM Liao arXiv preprint arXiv:2004.10934	2020
Shufflenet: An extremely efficient convolutional neural network for mobile devices X Zhang, X Zhou, M Lin, J Sun Proceedings of the IEEE conference on computer vision and pattern …	2018
Learning transferable architectures for scalable image recognition B Zoph, V Vasudevan, J Shlens, QV Le Proceedings of the IEEE conference on computer vision and pattern …	2018
Arcface: Additive angular margin loss for deep face recognition J Deng, J Guo, N Xue, S Zafeiriou Proceedings of the IEEE/CVF conference on computer vision and pattern …	2019
Searching for mobilenetv3 A Howard, M Sandler, G Chu, LC Chen, B Chen, M Tan, W Wang, Y Zhu, ... Proceedings of the IEEE/CVF international conference on computer vision …	2019
Path aggregation network for instance segmentation S Liu, L Qi, H Qin, J Shi, J Jia Proceedings of the IEEE conference on computer vision and pattern …	2018
Shufflenet v2: Practical guidelines for efficient cnn architecture design N Ma, X Zhang, HT Zheng, J Sun Proceedings of the European conference on computer vision (ECCV), 116-131	2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results A Tarvainen, H Valpola Advances in neural information processing systems 30	2017
Image super-resolution using very deep residual channel attention networks Y Zhang, K Li, K Li, L Wang, B Zhong, Y Fu Proceedings of the European conference on computer vision (ECCV), 286-301	2018
Training data-efficient image transformers & distillation through attention H Touvron, M Cord, M Douze, F Massa, A Sablayrolles, H Jégou International conference on machine learning, 10347-10357	2021
Attention u-net: Learning where to look for the pancreas O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ... arXiv preprint arXiv:1804.03999	2018
Efficient processing of deep neural networks: A tutorial and survey V Sze, YH Chen, TJ Yang, JS Emer Proceedings of the IEEE 105 (12), 2295-2329	2017
Cutmix: Regularization strategy to train strong classifiers with localizable features S Yun, D Han, SJ Oh, S Chun, J Choe, Y Yoo Proceedings of the IEEE/CVF international conference on computer vision …	2019
High-performance medicine: the convergence of human and artificial intelligence EJ Topol Nature medicine 25 (1), 44-56	2019
Mnasnet: Platform-aware neural architecture search for mobile M Tan, B Chen, R Pang, V Vasudevan, M Sandler, A Howard, QV Le Proceedings of the IEEE/CVF conference on computer vision and pattern …	2019
Regularized evolution for image classifier architecture search E Real, A Aggarwal, Y Huang, QV Le Proceedings of the aaai conference on artificial intelligence 33 (01), 4780-4789	2019
ECA-Net: Efficient channel attention for deep convolutional neural networks Q Wang, B Wu, P Zhu, P Li, W Zuo, Q Hu Proceedings of the IEEE/CVF conference on computer vision and pattern …	2020
CSPNet: A new backbone that can enhance learning capability of CNN CY Wang, HYM Liao, YH Wu, PY Chen, JW Hsieh, IH Yeh Proceedings of the IEEE/CVF conference on computer vision and pattern …	2020

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