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Representation Learning

18863 directly classified papers

Papers per year

Papers

YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SEMEVAL 2025
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025
3D Shape Completion using Multi-Resolution Spectral Encoding WACV 2025
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance WACV 2025
Shift Equivariant Pose Network WACV 2025
Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition WACV 2025
Spatially-Adaptive Hash Encodings for Neural Surface Reconstruction WACV 2025
CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025
Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025
A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025
Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons COLING 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation IJCAI 2025
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation IJCAI 2025
Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025
GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing IJCAI 2025
Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025
Stochasticity-aware No-Reference Point Cloud Quality Assessment IJCAI 2025
EnergyCompress: A General Case Base Learning Strategy IJCAI 2025
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype IJCAI 2025
Tensorial Multi-view Clustering with Deep Anchor Graph Projection IJCAI 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025
View-Association-Guided Dynamic Multi-View Classification IJCAI 2025
CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025