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Model Architecture

4351 directly classified papers

Papers per year

Papers

Training Deep Neural Networks with 8-bit Floating Point Numbers NIPS 2018
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NIPS 2018
How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures ACL 2018
PU-Net: Point Cloud Upsampling Network CVPR 2018
SurfConv: Bridging 3D and 2D Convolution for RGBD Images CVPR 2018
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR 2018
Modulated Convolutional Networks CVPR 2018
Investigation on Bandwidth Extension for Speaker Recognition INTERSPEECH 2018
Fast and Accurate Single Image Super-Resolution via Information Distillation Network CVPR 2018
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018
Ruminating Reader: Reasoning with Gated Multi-hop Attention ACL 2018
Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ACL 2018
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks IJCAI 2018
Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018
Detection of Glottal Closure Instants from Speech Signals: A Convolutional Neural Network Based Method INTERSPEECH 2018
Combining Natural Gradient with Hessian Free Methods for Sequence Training INTERSPEECH 2018
Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR 2018
Natural Language Inference with Definition Embedding Considering Context On the Fly ACL 2018
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction NAACL 2018
Gated Multi-Task Network for Text Classification NAACL 2018
Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL 2018
Humor Recognition Using Deep Learning NAACL 2018
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns NAACL 2018
Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition INTERSPEECH 2018
Supervised Domain Enablement Attention for Personalized Domain Classification EMNLP 2018