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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

Exploring Dual Encoder Architectures for Question Answering EMNLP 2022
NAIST-NICT-TIT WMT22 General MT Task Submission EMNLP 2022
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022
DF-ResNet: Boosting Speaker Verification Performance with Depth-First Design INTERSPEECH 2022
Dimension Embeddings for Monocular 3D Object Detection CVPR 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings EMNLP 2022
Non-Isotropy Regularization for Proxy-Based Deep Metric Learning CVPR 2022
Adaptive Graph Convolutional Network for Knowledge Graph Entity Alignment EMNLP 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022
Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022
Identifying Ambiguous Similarity Conditions via Semantic Matching CVPR 2022
Learning Where To Learn in Cross-View Self-Supervised Learning CVPR 2022
Multi-Modal Extreme Classification CVPR 2022
Implicit Relation Linking for Question Answering over Knowledge Graph ACL 2022
On Metric Learning for Audio-Text Cross-Modal Retrieval INTERSPEECH 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
PMAL: Open Set Recognition via Robust Prototype Mining AAAI 2022
Improving Discriminative Learning for Zero-Shot Relation Extraction ACL 2022
AdaFace: Quality Adaptive Margin for Face Recognition CVPR 2022
Continual Learning through Retrieval and Imagination AAAI 2022
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022
Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation AAAI 2022
Improved Relation Networks for End-to-End Speaker Verification and Identification INTERSPEECH 2022
Discourse Relation Embeddings: Representing the Relations between Discourse Segments in Social Media EMNLP 2022