MA-LSTM: A Multi-Attention Based LSTM for Complex Pattern Extraction
暂无分享,去创建一个
Kejiang Ye | Kelang Tian | Cheng-Zhong Xu | Jingjie Guo | Chengzhong Xu | Kejiang Ye | Jingjie Guo | Kelang Tian
[1] Xianfeng Tang,et al. Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction , 2018, AAAI.
[2] Kensuke Yokoi,et al. APAC: Augmented PAttern Classification with Neural Networks , 2015, ArXiv.
[3] Alex Graves,et al. Supervised Sequence Labelling with Recurrent Neural Networks , 2012, Studies in Computational Intelligence.
[4] Yann LeCun,et al. Regularization of Neural Networks using DropConnect , 2013, ICML.
[5] Dilin Wang,et al. Improving Neural Language Modeling via Adversarial Training , 2019, ICML.
[6] Jürgen Schmidhuber,et al. LSTM: A Search Space Odyssey , 2015, IEEE Transactions on Neural Networks and Learning Systems.
[7] Jürgen Schmidhuber,et al. Recurrent nets that time and count , 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.
[8] Erik Cambria,et al. Recent Trends in Deep Learning Based Natural Language Processing , 2017, IEEE Comput. Intell. Mag..
[9] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[10] Quoc V. Le,et al. Attention Augmented Convolutional Networks , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).
[11] Wenpeng Yin,et al. Comparative Study of CNN and RNN for Natural Language Processing , 2017, ArXiv.
[12] Yoshua Bengio,et al. Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation , 2014, EMNLP.
[13] Eugenio Culurciello,et al. An Analysis of Deep Neural Network Models for Practical Applications , 2016, ArXiv.
[14] Jieping Ye,et al. Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction , 2018, AAAI.
[15] Jürgen Schmidhuber,et al. Multi-column deep neural networks for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[16] Lukasz Kaiser,et al. Attention is All you Need , 2017, NIPS.
[17] Aaron C. Courville,et al. Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks , 2018, ICLR.