Techniques

Model compression via distillation and quantization ICLR 2018 Modular Networks: Learning to Decompose Neural Computation NeurIPS 2018 Modulated Convolutional Networks CVPR 2018 Motion-Appearance Co-Memory Networks for Video Question Answering CVPR 2018 Multi-channel Attention for End-to-End Speech Recognition Interspeech 2018 Multi-grained Attention Network for Aspect-Level Sentiment Classification EMNLP 2018 Multi-Head Attention with Disagreement Regularization EMNLP 2018 Multi-Input Attention for Unsupervised OCR Correction ACL 2018 Multi-layer Representation Fusion for Neural Machine Translation COLING 2018 Multi-Level Fusion Based 3D Object Detection From Monocular Images CVPR 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018 Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification Interspeech 2018 Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection 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-Source Syntactic Neural Machine Translation EMNLP 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 Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL 2018 Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach NAACL 2018 Neural Machine Translation Techniques for Named Entity Transliteration ACL 2018