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Contrastive Learning

403 directly classified papers

Papers per year

Papers

Disentangled Modeling of Preferences and Social Influence for Group Recommendation AAAI 2025
Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering AAAI 2025
Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
A Simple yet Effective Hypergraph Clustering Network IJCAI 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NIPS 2024
RPSC: Robust Pseudo-Labeling for Semantic Clustering AAAI 2024
A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NIPS 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance AAAI 2024
FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024
ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection WACV 2024
PuLID: Pure and Lightning ID Customization via Contrastive Alignment NIPS 2024
ECLIPSE: A Resource-Efficient Text-to-Image Prior for Image Generations CVPR 2024
Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024
Spatial-Related Sensors Matters: 3D Human Motion Reconstruction Assisted with Textual Semantics AAAI 2024
Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding AAAI 2024
Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024
Temporal Graph Contrastive Learning for Sequential Recommendation AAAI 2024
Review-Enhanced Hierarchical Contrastive Learning for Recommendation AAAI 2024
ReGCL: Rethinking Message Passing in Graph Contrastive Learning AAAI 2024