Hwang S, Park S. Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks[M]//Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support. Springer, Cham, 2017: 92-99.
(CVPR 2018) Squeeze-and-excitation networks
Hu J, Shen L, Sun G. Squeeze-and-excitation networks[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2018: 7132-7141.
(CVPR 2017) Dilated Residual Networks
Keyword [DRN]
Yu F, Koltun V, Funkhouser T. Dilated residual networks[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2017: 472-480.
(CVPR 2018) Context encoding for semantic segmentation
Keyword [Context Encoding]
Zhang H, Dana K, Shi J, et al. Context encoding for semantic segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 7151-7160.
(CVPR 2017) Deep TEN:Texture Encoding Network
Keyword [DeepTEN]
Zhang H, Xue J, Dana K. Deep ten: Texture encoding network[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017: 708-717.
(MICCAI 2018) SLSDeep:Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks
Sarker M M K, Rashwan H A, Akram F, et al. Slsdeep: Skin lesion segmentation based on dilated residual and pyramid pooling networks[C]//International Conference on Medical Image Computing and Computer-Assisted Intervention. Springer, Cham, 2018: 21-29.
(NIPS 2018 Oral) Generalisation of structural knowledge in the Hippocampal-Entorhinal system
Keyword [Hippocampal] [Cortex] [Hebbian Memory] [Hippocampal-Wntorhinal System]
Whittington J, Muller T, Mark S, et al. Generalisation of structural knowledge in the hippocampal-entorhinal system[C]//Advances in Neural Information Processing Systems. 2018: 8484-8495.
(NIPS 2018 Oral) Dendritic cortical microcircuits approximate the backpropagation algorithm
Keyword [Dendrite] [Dendrite] [Back Propagation]
Sacramento J, Costa R P, Bengio Y, et al. Dendritic cortical microcircuits approximate the backpropagation algorithm[J]. neural information processing systems, 2018.
(CVPR 2018 spotlight) Iterative Visual Reasoning Beyond Convolutions
Chen X, Li L J, Fei-Fei L, et al. Iterative visual reasoning beyond convolutions[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 7239-7248.
(CVPR 2018) GLoMo:Unsupervisedly Learned Relational Graphs as Transferable Representations
Yang Z, Dhingra B, He K, et al. Glomo: Unsupervisedly learned relational graphs as transferable representations[J]. arXiv preprint arXiv:1806.05662, 2018.