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embedding learning

609 papers

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representation learning (6174) metric learning (1189) contrastive learning (3979) zero-shot learning (3637) transfer learning (5442) deep metric learning (123) neural network (6616) text classification (6776) image retrieval (599) unsupervised learning (3255)

Papers

CircleGAN: Generative Adversarial Learning across Spherical Circles NIPS 2020
Deep Match to Rank Model for Personalized Click-Through Rate Prediction AAAI 2020
Learning Geo-Contextual Embeddings for Commuting Flow Prediction AAAI 2020
Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network AAAI 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning ICML 2020
Deep Divergence Learning ICML 2020
Norm-Aware Embedding for Efficient Person Search CVPR 2020
Exploring and Predicting Transferability across NLP Tasks EMNLP 2020
An Embedding Model for Estimating Legislative Preferences from the Frequency and Sentiment of Tweets EMNLP 2020
Deep Metric Learning with Spherical Embedding NIPS 2020
Single-Channel Speech Enhancement by Subspace Affinity Minimization INTERSPEECH 2020
Releasing a Toolkit and Comparing the Performance of Language Embeddings Across Various Spoken Language Identification Datasets INTERSPEECH 2020
Seeing Voices and Hearing Voices: Learning Discriminative Embeddings Using Cross-Modal Self-Supervision INTERSPEECH 2020
Unsupervised Metric Learning with Synthetic Examples AAAI 2020
RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract) AAAI 2020
Symmetric Metric Learning with Adaptive Margin for Recommendation AAAI 2020
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
Improving ASR Confidence Scores for Alexa Using Acoustic and Hypothesis Embeddings INTERSPEECH 2019
Cross-Modality Personalization for Retrieval CVPR 2019
Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns IJCAI 2019
On Learning Density Aware Embeddings CVPR 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space IJCNLP 2019
Learning Similarity Conditions Without Explicit Supervision ICCV 2019
SoftTriple Loss: Deep Metric Learning Without Triplet Sampling ICCV 2019
Deep Asymmetric Metric Learning via Rich Relationship Mining CVPR 2019