Representation Learning

Transductive Non-linear Learning for Chinese Hypernym Prediction ACL 2017 TransNet: Translation-Based Network Representation Learning for Social Relation Extraction IJCAI 2017 TTI-COIN at SemEval-2017 Task 10: Investigating Embeddings for End-to-End Relation Extraction from Scientific Papers SemEval 2017 TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing CoNLL 2017 Turning Distributional Thesauri into Word Vectors for Synonym Extraction and Expansion IJCNLP 2017 Turn-Taking Offsets and Dialogue Context Interspeech 2017 UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features SemEval 2017 Unbounded cache model for online language modeling with open vocabulary NeurIPS 2017 Uncorrelation and Evenness: a New Diversity-Promoting Regularizer ICML 2017 Understanding People Lifestyles: Construction of Urban Movement Knowledge Graph from GPS Trajectory IJCAI 2017 Understanding the Representation and Computation of Multilayer Perceptrons: A Case Study in Speech Recognition ICML 2017 Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ACL 2017 Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR 2017 Unit Selection with Hierarchical Cascaded Long Short Term Memory Bidirectional Recurrent Neural Nets Interspeech 2017 Universal Style Transfer via Feature Transforms NeurIPS 2017 Unmixing Convolutive Mixtures by Exploiting Amplitude Co-Modulation: Methods and Evaluation on Mandarin Speech Recordings Interspeech 2017 Unrolling the Shutter: CNN to Correct Motion Distortions CVPR 2017 Unsupervised Deep Video Hashing with Balanced Rotation IJCAI 2017 Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification Interspeech 2017 Unsupervised Learning by Predicting Noise ICML 2017 Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NeurIPS 2017 Unsupervised Learning of Disentangled Representations from Video NeurIPS 2017 Unsupervised Learning of Long-Term Motion Dynamics for Videos CVPR 2017 Unsupervised learning of object frames by dense equivariant image labelling NeurIPS 2017 Unsupervised Learning via Total Correlation Explanation IJCAI 2017