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embedding learning

609 papers

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Co-occurring keywords

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

PIEs: Pose Invariant Embeddings CVPR 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
Ranked List Loss for Deep Metric Learning CVPR 2019
Hybrid-Attention Based Decoupled Metric Learning for Zero-Shot Image Retrieval CVPR 2019
A Strong and Robust Baseline for Text-Image Matching ACL 2019
Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019
A Compact Embedding for Facial Expression Similarity CVPR 2019
From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification AAAI 2019
Associatively Segmenting Instances and Semantics in Point Clouds CVPR 2019
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition IJCNLP 2019
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019
Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data AAAI 2019
Large-Scale Visual Relationship Understanding AAAI 2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering AAAI 2019
Mixup Learning Strategies for Text-Independent Speaker Verification INTERSPEECH 2019
Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms INTERSPEECH 2019
Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech INTERSPEECH 2019
HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-Identification AAAI 2019
Hardness-Aware Deep Metric Learning CVPR 2019
Unsupervised Acoustic Segmentation and Clustering Using Siamese Network Embeddings INTERSPEECH 2019
Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System INTERSPEECH 2019
Deep Spectral Clustering Using Dual Autoencoder Network CVPR 2019
Rethinking Loss Design for Large-scale 3D Shape Retrieval IJCAI 2019
Towards Latent Attribute Discovery From Triplet Similarities ICCV 2019
Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-Level Embedding Features INTERSPEECH 2019