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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

Decouple to Reconstruct: High Quality UHD Restoration via Active Feature Disentanglement and Reversible Fusion ICCV 2025
WeaveSeg: Iterative Contrast-weaving and Spectral Feature-refining for Nuclei Instance Segmentation ICCV 2025
UT-NLP at SemEval-2025 Task 11: Evaluating Zero-Shot Capability of GPT-4o mini on Emotion Recognition via Role-Play and Contrastive Judging ACL 2025
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting NAACL 2025
Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 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
Detecting Honkadori based on Waka Embeddings NAACL 2025
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025
Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025
Game4Loc: A UAV Geo-Localization Benchmark from Game Data AAAI 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025
Manual-PA: Learning 3D Part Assembly from Instruction Diagrams ICCV 2025
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025
Active Data Curation Effectively Distills Large-Scale Multimodal Models CVPR 2025
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining NAACL 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
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
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025