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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

Enhancing Cognitive Models of Emotions with Representation Learning NAACL 2021
Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings NAACL 2021
CrossCLR: Cross-Modal Contrastive Learning for Multi-Modal Video Representations ICCV 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021
Compatibility-Aware Heterogeneous Visual Search CVPR 2021
Embedding-based Instance Segmentation in Microscopy MIDL 2021
Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021
ESTIME: Estimation of Summary-to-Text Inconsistency by Mismatched Embeddings EMNLP 2021
Learning Syntactic Dense Embedding with Correlation Graph for Automatic Readability Assessment ACL 2021
Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator EMNLP 2021
Benchmarking Meta-embeddings: What Works and What Does Not EMNLP 2021
TECHSSN at SemEval-2021 Task 7: Humor and Offense detection and classification using ColBERT embeddings ACL 2021
AggGen: Ordering and Aggregating while Generating ACL 2021
Word Equations: Inherently Interpretable Sparse Word Embeddings through Sparse Coding EMNLP 2021
Wasserstein Coupled Graph Learning for Cross-Modal Retrieval ICCV 2021
Speaker Turn Modeling for Dialogue Act Classification EMNLP 2021
Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP 2021
Dual Compositional Learning in Interactive Image Retrieval AAAI 2021
Knowledge Distillation from Multi-Modality to Single-Modality for Person Verification INTERSPEECH 2021
Learning With Memory-Based Virtual Classes for Deep Metric Learning ICCV 2021
Variational Information Bottleneck Based Regularization for Speaker Recognition INTERSPEECH 2021
Can We Characterize Tasks Without Labels or Features? CVPR 2021
Enhancing the Context Representation in Similarity-based Word Sense Disambiguation EMNLP 2021
Sequential Modelling of the Evolution of Word Representations for Semantic Change Detection EMNLP 2020
Instance Segmentation of Biological Images Using Harmonic Embeddings CVPR 2020