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Embedding Learning

3,753 papers

Papers per year

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Papers

Generalization Error Bound for Hyperbolic Ordinal Embedding ICML 2021
Online Graph Dictionary Learning ICML 2021
Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021
Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives ICML 2021
Phonovisual Biases in Language: is the Lexicon Tied to the Visual World? IJCAI 2021
TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning IJCAI 2021
Unsupervised Hashing with Contrastive Information Bottleneck IJCAI 2021
Text-based Person Search via Multi-Granularity Embedding Learning IJCAI 2021
Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval IJCAI 2021
EmbedMask: Embedding Coupling for Instance Segmentation IJCAI 2021
PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery IJCAI 2021
Learning Stochastic Equivalence based on Discrete Ricci Curvature IJCAI 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021
GraphReach: Position-Aware Graph Neural Network using Reachability Estimations IJCAI 2021
Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding IJCAI 2021
Fast Multi-label Learning IJCAI 2021
Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks IJCAI 2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes IJCAI 2021
Learning Aggregation Functions IJCAI 2021
On Learning Sets of Symmetric Elements (Extended Abstract) IJCAI 2021
TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021
Towards Robust Dynamic Network Embedding IJCAI 2021
Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch Problem IJCAI 2021
Measure and Evaluation of Semantic Divergence across Two Languages IJCNLP 2021