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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Scalable Multiplex Network Embedding IJCAI 2018
Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval IJCAI 2018
Improved Accented Speech Recognition Using Accent Embeddings and Multi-task Learning INTERSPEECH 2018
i-Vectors in Language Modeling: An Efficient Way of Domain Adaptation for Feed-Forward Models INTERSPEECH 2018
Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures INTERSPEECH 2018
MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks INTERSPEECH 2018
Joint Discriminative Embedding Learning, Speech Activity and Overlap Detection for the DIHARD Speaker Diarization Challenge INTERSPEECH 2018
Speaker Embedding Extraction with Phonetic Information INTERSPEECH 2018
An Investigation of Non-linear i-vectors for Speaker Verification INTERSPEECH 2018
Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018
Simultaneous Clustering and Ranking from Pairwise Comparisons IJCAI 2018
Complementary Binary Quantization for Joint Multiple Indexing IJCAI 2018
CoVeR: Learning Covariate-Specific Vector Representations with Tensor Decompositions ICML 2018
MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning ICML 2018
On $b$-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018
Vocabulary Alignment for Collaborative Agents: a Study with Real-World Multilingual How-to Instructions IJCAI 2018
Adaptive Graph Guided Embedding for Multi-label Annotation IJCAI 2018
Deep Discrete Prototype Multilabel Learning IJCAI 2018
Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach IJCAI 2018
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline ACL 2018
Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding IJCAI 2018
A Social Interaction Activity based Time-Varying User Vectorization Method for Online Social Networks IJCAI 2018
Complementary Learning of Word Embeddings IJCAI 2018
Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model IJCAI 2018
An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018