Embedding Learning

Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017 A Data-Driven Approach to Infer Knowledge Base Representation for Natural Language Relations IJCAI 2017 A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NeurIPS 2017 A Factored Neural Network Model for Characterizing Online Discussions in Vector Space EMNLP 2017 Alternative Approaches to Neural Network Based Speaker Verification Interspeech 2017 Analogical Inference for Multi-relational Embeddings ICML 2017 Analyzing Semantic Change in Japanese Loanwords EACL 2017 An Interpretable Knowledge Transfer Model for Knowledge Base Completion ACL 2017 A Novel Tensor-Based Video Rain Streaks Removal Approach via Utilizing Discriminatively Intrinsic Priors CVPR 2017 Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language EACL 2017 Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings Interspeech 2017 A Preliminary Phonetic Investigation of Alphabetic Words in Mandarin Chinese Interspeech 2017 A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings Interspeech 2017 A Robust-Equitable Measure for Feature Ranking and Selection JMLR 2017 A Simple Language Model based on PMI Matrix Approximations EMNLP 2017 A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017 A Structural Representation Learning for Multi-relational Networks IJCAI 2017 Audio Scene Classification with Deep Recurrent Neural Networks Interspeech 2017 Automatic Explanation Spot Estimation Method Targeted at Text and Figures in Lecture Slides Interspeech 2017 Bayesian Hybrid Matrix Factorisation for Data Integration AISTATS 2017 Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval CVPR 2017 Bib2vec: Embedding-based Search System for Bibliographic Information EACL 2017 Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora IJCNLP 2017 Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets Interspeech 2017 Binary Coding for Partial Action Analysis With Limited Observation Ratios CVPR 2017