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contrastive learning

3979 papers

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CL

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representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

TCSinger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis ACL 2025
Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection ACL 2025
Multi-Omics Analysis for Cancer Subtype Inference via Unrolling Graph Smoothness Priors IJCAI 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
DKE-Research at SemEval-2025 Task 7: A Unified Multilingual Framework for Cross-Lingual and Monolingual Retrieval with Efficient Language-specific Adaptation ACL 2025
Coupling Category Alignment for Graph Domain Adaptation IJCAI 2025
AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction ICCV 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution AAAI 2025
DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025
YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT ACL 2025
Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025
Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025
Oath Breakers at SemEval-2025 Task 06: PromiseEval ACL 2025
DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup ICCV 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025
SKALD: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation ICCV 2025
Trust-GRS: A Trustworthy Training Framework for Graph Neural Network Based Recommender Systems Against Shilling Attacks AAAI 2025
Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025
Disentangled Modeling of Preferences and Social Influence for Group Recommendation AAAI 2025
Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025
UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025
Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach AAAI 2025