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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

StacMR: Scene-Text Aware Cross-Modal Retrieval WACV 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021
Semi-Supervised Metric Learning: A Deep Resurrection AAAI 2021
LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning ICCV 2021
Contrastive Embedding for Generalized Zero-Shot Learning CVPR 2021
Efficient Object Embedding for Spliced Image Retrieval CVPR 2021
Metric Learning for comparison of HMMs using Graph Neural Networks ACML 2021
Open Knowledge Graphs Canonicalization using Variational Autoencoders EMNLP 2021
Structure-aware Sentence Encoder in Bert-Based Siamese Network ACL 2021
Learning a Few-shot Embedding Model with Contrastive Learning AAAI 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging SEMEVAL 2021
Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions INTERSPEECH 2021
Hierarchical Lovasz Embeddings for Proposal-Free Panoptic Segmentation CVPR 2021
Incremental Few-Shot Instance Segmentation CVPR 2021
A Reciprocal Embedding Framework For Modelling Mutual Preferences AAAI 2021
Representation Learning Through Latent Canonicalizations WACV 2021
A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval NIPS 2021
On Scalar Embedding of Relative Positions in Attention Models AAAI 2021
Learn The Big Picture: Representation Learning for Clustering ACL 2021
Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training SEMEVAL 2021
Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification CVPR 2021
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
Personalized Entity Resolution with Dynamic Heterogeneous KnowledgeGraph Representations IJCNLP 2021
Deep Compositional Metric Learning CVPR 2021