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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

Transductive Zero-Shot Learning via Visual Center Adaptation AAAI 2019
Analysing Representations of Memory Impairment in a Clinical Notes Classification Model ACL 2019
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019
A Strong and Robust Baseline for Text-Image Matching ACL 2019
Deep Metric Learning Beyond Binary Supervision CVPR 2019
Cross-Modality Personalization for Retrieval CVPR 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information EMNLP 2019
TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning ICML 2019
A Margin-based Loss with Synthetic Negative Samples for Continuous-output Machine Translation EMNLP 2019
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them NAACL 2019
Hardness-Aware Deep Metric Learning CVPR 2019
R2GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network CVPR 2019
MIC: Mining Interclass Characteristics for Improved Metric Learning ICCV 2019
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
RepMet: Representative-Based Metric Learning for Classification and Few-Shot Object Detection CVPR 2019
Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning CVPR 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation CVPR 2019
Divide and Conquer the Embedding Space for Metric Learning CVPR 2019
Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018
State Gradients for RNN Memory Analysis EMNLP 2018
State Gradients for RNN Memory Analysis INTERSPEECH 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Characterizing Departures from Linearity in Word Translation ACL 2018