Deep Learning

Attention-based End-to-End Models for Small-Footprint Keyword Spotting Interspeech 2018 Attention-based Semantic Priming for Slot-filling ACL 2018 Attention-based Sequence Classification for Affect Detection Interspeech 2018 Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR 2018 Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ACL 2018 Attention-Fused Deep Matching Network for Natural Language Inference IJCAI 2018 Attention in Convolutional LSTM for Gesture Recognition NeurIPS 2018 AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer EMNLP 2018 Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification CVPR 2018 Attentive Generative Adversarial Network for Raindrop Removal From a Single Image CVPR 2018 Attentive Interaction Model: Modeling Changes in View in Argumentation NAACL 2018 Attentive Statistics Pooling for Deep Speaker Embedding Interspeech 2018 AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR 2018 A Twofold Siamese Network for Real-Time Object Tracking CVPR 2018 A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018 Atypical Inputs in Educational Applications NAACL 2018 auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks JMLR 2018 Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features Interspeech 2018 Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification Interspeech 2018 AUEB at BioASQ 6: Document and Snippet Retrieval EMNLP 2018 Augment and Reduce: Stochastic Inference for Large Categorical Distributions ICML 2018 Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation CVPR 2018 Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring ACL 2018 A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NeurIPS 2018 A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems Interspeech 2018