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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Review-Enhanced Hierarchical Contrastive Learning for Recommendation AAAI 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024
Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation AAAI 2024
DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph 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
Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance AAAI 2024
TopoGCL: Topological Graph Contrastive Learning AAAI 2024
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning AAAI 2024
A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning AAAI 2024
Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective AAAI 2024
Patch-Wise Graph Contrastive Learning for Image Translation AAAI 2024
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model AAAI 2024
Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype AAAI 2024
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data AAAI 2024
Graph-Aware Contrasting for Multivariate Time-Series Classification AAAI 2024
FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 2024
Multi-Label Supervised Contrastive Learning AAAI 2024
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis AAAI 2024
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024
Robust Node Classification on Graph Data with Graph and Label Noise AAAI 2024
Modeling Adaptive Inter-Task Feature Interactions via Sentiment-Aware Contrastive Learning for Joint Aspect-Sentiment Prediction AAAI 2024