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Embedding Learning

3,753 papers

Papers per year

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Papers

Forward Operator Estimation in Generative Models with Kernel Transfer Operators ICML 2022
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation ICML 2022
Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022
HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022
Personalized Federated Learning through Local Memorization ICML 2022
Learning Symmetric Embeddings for Equivariant World Models ICML 2022
Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022
Nonparametric Embeddings of Sparse High-Order Interaction Events ICML 2022
Role-based Multiplex Network Embedding ICML 2022
SpaceMAP: Visualizing High-Dimensional Data by Space Expansion ICML 2022
Semantic Compression Embedding for Generative Zero-Shot Learning IJCAI 2022
Unsupervised Embedding and Association Network for Multi-Object Tracking IJCAI 2022
Multi-View Visual Semantic Embedding IJCAI 2022
Towards Universal Backward-Compatible Representation Learning IJCAI 2022
Quaternion Ordinal Embedding IJCAI 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022
Language Models as Knowledge Embeddings IJCAI 2022
Multi-Graph Fusion Networks for Urban Region Embedding IJCAI 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022
Better Embedding and More Shots for Few-shot Learning IJCAI 2022
Multi-Vector Embedding on Networks with Taxonomies IJCAI 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings IJCAI 2022
Leveraging the Wikipedia Graph for Evaluating Word Embeddings IJCAI 2022
Graph-based Dynamic Word Embeddings IJCAI 2022