Representation Learning

ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018 An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018 An Unsupervised System for Parallel Corpus Filtering EMNLP 2018 A Perceptual Measure for Deep Single Image Camera Calibration CVPR 2018 Apollo at SemEval-2018 Task 9: Detecting Hypernymy Relations Using Syntactic Dependencies SemEval 2018 Approximating Real-Time Recurrent Learning with Random Kronecker Factors NeurIPS 2018 A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery ICML 2018 A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018 A Probability Weighted Beamformer for Noise Robust ASR Interspeech 2018 Articulatory and Stacked Bottleneck Features for Low Resource Speech Recognition Interspeech 2018 Artificial Bandwidth Extension with Memory Inclusion Using Semi-supervised Stacked Auto-encoders Interspeech 2018 ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM Interspeech 2018 A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning Interspeech 2018 A Simple and Effective Approach to the Story Cloze Test NAACL 2018 A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text ACL 2018 Aspect-Level Deep Collaborative Filtering via Heterogeneous Information Networks IJCAI 2018 A Spectral View of Adversarially Robust Features NeurIPS 2018 Aspect Sentiment Classification with both Word-level and Clause-level Attention Networks IJCAI 2018 Assessing Composition in Sentence Vector Representations COLING 2018 Assessing Speaker Engagement in 2-Person Debates: Overlap Detection in United States Presidential Debates Interspeech 2018 Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures NeurIPS 2018 A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018 A Structured Prediction Approach for Label Ranking NeurIPS 2018 A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018 A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning JMLR 2018