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representation learning

6174 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Distilling A Universal Expert from Clustered Federated Learning IJCAI 2025
DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification AAAI 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025
Augmenting Sequential Recommendation with Balanced Relevance and Diversity AAAI 2025
RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework IJCAI 2025
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm AAAI 2025
The Dynamic Duo of Collaborative Masking and Target for Advanced Masked Autoencoder Learning AAAI 2025
Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025
State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025
Cross-Silo Feature Space Alignment for Federated Learning on Clients with Imbalanced Data AAAI 2025
Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation AAAI 2025
Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025
Unveiling Multi-View Anomaly Detection: Intra-view Decoupling and Inter-view Fusion AAAI 2025
Core Knowledge Learning Framework for Graph AAAI 2025
Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025
Enhanced Graph Similarity Learning via Adaptive Multi-scale Feature Fusion IJCAI 2025
ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025
Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025
Memory-Efficient Continual Learning with Neural Collapse Contrastive WACV 2025
MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining IJCAI 2025
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025
Few-shot Personalized Scanpath Prediction CVPR 2025
DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels AAAI 2025
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025