contrastive learning

3979 papers

Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

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

Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025

Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025

Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining NAACL 2025

Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025

GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025

SLADE: Shielding against Dual Exploits in Large Vision-Language Models CVPR 2025

Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025

LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025

HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025

GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation CVPR 2025

Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025

Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025

CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025

FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training CVPR 2025

Detecting Honkadori based on Waka Embeddings NAACL 2025

Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025

Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025

Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025

Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025

Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025

Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025

Self-supervised ControlNet with Spatio-Temporal Mamba for Real-world Video Super-resolution CVPR 2025

Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning SEMEVAL 2025

A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025