Deep Learning Publication Navigator - subtopic: embeddings

Year TitleAuthor
2017   Deep kernel mean embeddings for generative modeling and feedforward style transfer  TQ Chen
2017   EE-559–Deep learning 2. Learning, capacity, basic embeddings  F Fleuret
2017   Mining Community Structure with Node Embeddings  T Vu, DS Parker
2017   Morphological Preprocessing for Word Embeddings in Text Classification Tasks  V TUSHKANOV
2017   Learning Context-Specific Word/Character Embeddings  X Zheng, J Feng, Y Chen, H Peng, W Zhang
2017   BIER-Boosting Independent Embeddings Robustly  M Opitz, G Waltner, H Possegger, H Bischof
2017   eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys  J Saxe, K Berlin
2017   Retrofitting Knowledge to Word Embeddings  D Rajagopal, H Hayashi
2017   Distributed learning of deep feature embeddings for visual recognition tasks  B Bhattacharjee, ML Hill, H Wu, PS Chandakkar
2017   Representation Learning for Retinal Vasculature Embeddings  L Giancardo, K Roberts, Z Zhao
2017   Convolutional 2D Knowledge Graph Embeddings  T Dettmers, P Minervini, P Stenetorp, S Riedel
2017   Learning Wasserstein Embeddings  N Courty, R Flamary, M Ducoffe 
2017   Deep Learning for Metagenomic Data: using 2D Embeddings and Convolutional Neural Networks  TH Nguyen, Y Chevaleyre, E Prifti, N Sokolovska 
2017   Learning Robust Visual-Semantic Embeddings  YHH Tsai, LK Huang, R Salakhutdinov
2017   Deep learning with word embeddings improves biomedical named entity recognition  M Habibi, L Weber, M Neves, DL Wiegandt, U Leser
2017   Semantic Multisensory Embeddings For Video Search By Text  A Habibian, TEJ Mensink, CGM Snoek
2017   Learning Knowledge Embeddings by Combining Limit-based Scoring Loss  X Zhou, Q Zhu, P Liu, L Guo 
2017   Deep Learning Paradigm with Transformed Monolingual Word Embeddings for Multilingual Sentiment Analysis  Y Lu, T Mori 
2017   Unsupervised learning of object landmarks by factorized spatial embeddings  J Thewlis, H Bilen, A Vedaldi
2017   Learning Deep Semantic Embeddings for Cross-Modal Retrieval  C Kang, S Liao, Z Li, Z Cao, G Xiong 
2016   An approach to the use of word embeddings in an opinion classification task  F Enríquez, JA Troyano, T López
2016   Training word embeddings for deep learning in biomedical text mining tasks  Z Jiang, L Li, D Huang, L Jin
2016   Learning Dense Convolutional Embeddings For Semantic Segmentation  AW Harley, KG Derpanis, I Kokkinos
2016   Assessing the Corpus Size vs. Similarity Trade-off for Word Embeddings in Clinical NLP  K Roberts
2016   Creating Causal Embeddings for Question Answering with Minimal Supervision  R Sharp, M Surdeanu, P Jansen, P Clark, M Hammond
2016   Learning Document Embeddings by Predicting N-grams for Sentiment Classification of Long Movie Reviews  B Li, T Liu, X Du, D Zhang, Z Zhao
2016   CogALex-V Shared Task: GHHH-Detecting Semantic Relations via Word Embeddings  M Attia, S Maharjan, Y Samih, L Kallmeyer, T Solorio
2016   Constraining Word Embeddings by Prior Knowledge–Application to Medical Information Retrieval  X Liu, JY Nie, A Sordoni
2016   Learning Embeddings of API Tokens to Facilitate Deep Learning Based Program Processing  Y Lu, G Li, R Miao, Z Jin
2016   Deep Learning Architecture for Part-of-Speech Tagging with Word and Suffix Embeddings  A Popov
2016   A Temporal Coherence Loss Function for Learning Unsupervised Acoustic Embeddings  G Synnaeve, E Dupoux
2016   Generating Numeric Embeddings Of Images  JW Philbin, GF Schroff, D Kalenichenko
2016   Network Classification Using Adjacency Matrix Embeddings and Deep Learning  K Wu, P Watters, M Magdon
2015   SHOE: Supervised Hashing with Output Embeddings  S Bondugula, V Manjunatha, LS Davis, D Doermann
2015   Deep clustering: Discriminative embeddings for segmentation and separation  JR Hershey, Z Chen, JL Roux, S Watanabe
2015   Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks  A Jansen, G Sell, V Lyzinski
2015   Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning  J Cheng, D Kartsaklis
2015   Joint embeddings of shapes and images via CNN image purification  Y Li, H Su, CR Qi, N Fish, D Cohen
2015   Learning semantic word embeddings based on ordinal knowledge constraints  Q Liu, H Jiang, S Wei, ZH Ling, Y Hu
2015   Evaluating word embeddings and a revised corpus for part-of-speech tagging in Portuguese  ER Fonseca, JLG Rosa, SM Aluísio
2015   Multi-Source Bayesian Embeddings for Learning Social Knowledge Graphs  Z Yang, J Tang
2015   The Impact of Structured Event Embeddings on Scalable Stock Forecasting Models  JB Nascimento, M Cristo
2015   Learning Concept Embeddings with Combined Human-Machine Expertise  MJ Wilber, IS Kwak, D Kriegman, S Belongie
2015   Hypothesis Testing with Kernel Embeddings on Big and Interdependent Data  D Sejdinovic
2015   An Investigation of Neural Embeddings for Coreference Resolution  V Godbole, W Liu, R Togneri
2015   Boosting Named Entity Recognition with Neural Character Embeddings  CN Santos, V Guimarães
2015   AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes  S Rothe, H Schütze
2015   Deep Multilingual Correlation for Improved Word Embeddings  A Lu, W Wang, M Bansal, K Gimpel, K Livescu
2015   Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks  Y Peng, H Jiang
2015   Learning Deep Structure-Preserving Image-Text Embeddings  L Wang, Y Li, S Lazebnik
2015   Statistical embeddings using a multilayer union of subspaces  RM Taylor Jr, B Necioglu
2014   Improving relation descriptor extraction with word embeddings and cluster features  T Liu, M Li
2014   Decision tree based state tying for speech recognition using DNN derived embeddings  X Li, X Wu
2014   Zero-Shot Learning with Structured Embeddings  Z Akata, H Lee, B Schiele
2014   Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models  R Kiros, R Salakhutdinov, RS Zemel
2014   Unsupervised Domain Adaptation with Feature Embeddings  Y Yang, J Eisenstein