Embedding Learning

MoNet: Moments Embedding Network CVPR 2018 MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning ICML 2018 MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks Interspeech 2018 Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018 Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018 Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018 Multi-view Metric Learning in Vector-valued Kernel Spaces AISTATS 2018 NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing ACL 2018 Neural Code Comprehension: A Learnable Representation of Code Semantics NeurIPS 2018 Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space EMNLP 2018 Neural Tensor Networks with Diagonal Slice Matrices NAACL 2018 Non-Adversarial Unsupervised Word Translation EMNLP 2018 NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings EMNLP 2018 NPE: Neural Personalized Embedding for Collaborative Filtering IJCAI 2018 NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification EMNLP 2018 OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018 On b-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018 On Binary Embedding using Circulant Matrices JMLR 2018 Online Learning of Combinatorial Objects via Extended Formulation ALT 2018 On the Dimensionality of Word Embedding NeurIPS 2018 Optimal Bounds for Johnson-Lindenstrauss Transformations JMLR 2018 Orthographic Features for Bilingual Lexicon Induction ACL 2018 Out-of-sample extension of graph adjacency spectral embedding ICML 2018 Parser Training with Heterogeneous Treebanks ACL 2018 Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction ACL 2018