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

Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction NAACL 2025

Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation NAACL 2025

DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition NAACL 2025

Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data NAACL 2025

Style Transfer with Multi-iteration Preference Optimization NAACL 2025

Image-Caption Encoding for Improving Zero-Shot Generalization WACV 2025

O-MaMa: Learning Object Mask Matching between Egocentric and Exocentric Views ICCV 2025

GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings NAACL 2025

Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025

Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model AAAI 2025

CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025

Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension AAAI 2025

Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation COLING 2025

Efficient Prompting for Continual Adaptation to Missing Modalities NAACL 2025

Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025

Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025

VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025

Transform Retrieval for Textual Entailment in RAG NAACL 2025

SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025

Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration AAAI 2025

Learn from Failure: Causality-guided Contrastive Learning for Generalizable Implicit Hate Speech Detection COLING 2025

Do Audio-Language Models Understand Linguistic Variations? NAACL 2025

UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025

Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations NAACL 2025

StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025