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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

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

Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025
RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 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
Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining NAACL 2025
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks AAAI 2025
AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification AAAI 2025
Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025
UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025
A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025
ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025
Pre-trained Behavioral Model for Malicious User Prediction on Social Platform AAAI 2025
Federated Graph Anomaly Detection Through Contrastive Learning with Global Negative Pairs AAAI 2025
MolHFCNet: Enhancing Molecular Graph Representations with Hierarchical Feature Combining and Hybrid Pretraining IJCAI 2025
Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis AAAI 2025
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification ACL 2025
Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025
Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025