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embedding space

298 papers

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representation learning (6174) word embedding (1764) contrastive learning (3979) metric learning (1189) embedding learning (609) deep metric learning (123) large language model (12755) zero-shot learning (3637) transfer learning (5442) few-shot learning (3390)

Papers

Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NIPS 2018
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018
Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018
Crowdsourcing Semantic Label Propagation in Relation Classification EMNLP 2018
Learning Disentangled Representations of Texts with Application to Biomedical Abstracts EMNLP 2018
Preserving Semantic Relations for Zero-Shot Learning CVPR 2018
Discriminative Learning of Latent Features for Zero-Shot Recognition CVPR 2018
Generalized Zero-Shot Learning with Deep Calibration Network NIPS 2018
CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018
Orthographic Features for Bilingual Lexicon Induction ACL 2018
Learning Neural Representation for CLIR with Adversarial Framework EMNLP 2018
Deep Speech Denoising with Vector Space Projections INTERSPEECH 2018
A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning CVPR 2017
Transductive Non-linear Learning for Chinese Hypernym Prediction ACL 2017
Learning bilingual word embeddings with (almost) no bilingual data ACL 2017
Deep Clustering-Based Beamforming for Separation with Unknown Number of Sources INTERSPEECH 2017
Google’s Next-Generation Real-Time Unit-Selection Synthesizer Using Sequence-to-Sequence LSTM-Based Autoencoders INTERSPEECH 2017
Learning a Deep Embedding Model for Zero-Shot Learning CVPR 2017
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning COLING 2016
Mathematical Information Retrieval based on Type Embeddings and Query Expansion COLING 2016
Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful COLING 2016
Feature Set Embedding for Incomplete Data NIPS 2010
Approximate Correspondences in High Dimensions NIPS 2006