Model Architecture

Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification Interspeech 2018 Multi-Scale Dense Networks for Resource Efficient Image Classification ICLR 2018 Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR 2018 Multi-Source Multi-Class Fake News Detection COLING 2018 Multi-Task Zipping via Layer-wise Neuron Sharing NeurIPS 2018 Named Entity Recognition With Parallel Recurrent Neural Networks ACL 2018 Natural Language Generation by Hierarchical Decoding with Linguistic Patterns NAACL 2018 Natural Language Inference with Definition Embedding Considering Context On the Fly ACL 2018 Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NeurIPS 2018 Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach NAACL 2018 Neural Proximal Gradient Descent for Compressive Imaging NeurIPS 2018 Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning EMNLP 2018 Neural Style Transfer via Meta Networks CVPR 2018 NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018 Noisin: Unbiased Regularization for Recurrent Neural Networks ICML 2018 NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention SemEval 2018 On Adversarial Examples for Character-Level Neural Machine Translation COLING 2018 On the Expressive Power of Overlapping Architectures of Deep Learning ICLR 2018 OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models ACL 2018 Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018 Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018 Optimizing Filter Size in Convolutional Neural Networks for Facial Action Unit Recognition CVPR 2018 PDE-Net: Learning PDEs from Data ICML 2018 Polar Transformer Networks ICLR 2018 Portable, layer-wise task performance monitoring for NLP models EMNLP 2018