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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025
ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025
Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering AAAI 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025
A Simple Graph Contrastive Learning Framework for Short Text Classification AAAI 2025
SLR-MVTC: Smooth Low-Rank Multi-View Tensor Clustering AAAI 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025
SPAC: Sparse Partitioning and Adaptive Core Tensor Pruning Model for Knowledge Graph Completion AAAI 2025
Learnware Specification via Label-Aware Neural Embedding AAAI 2025
Community-Aware Variational Autoencoder for Continuous Dynamic Networks AAAI 2025
WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025
BrainMAP: Learning Multiple Activation Pathways in Brain Networks AAAI 2025
ScoreNet: Consistency-driven Framework with Multi-side Information Fusion for Session-based Recommendation AAAI 2025
KGCRR: An Effective Metric-Driven Knowledge Graph Completion Framework by Designing a Novel Upper Bound Function with Adaptive Approximation to Reciprocal Rank AAAI 2025
Length-Induced Embedding Collapse in PLM-based Models ACL 2025
Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025
Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025
Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025
Mixed-Curvature Multi-Modal Knowledge Graph Completion AAAI 2025
RouterRetriever: Routing over a Mixture of Expert Embedding Models AAAI 2025
Distribution-Consistency-Guided Multi-modal Hashing AAAI 2025
Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025
Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation AAAI 2025