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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

HQ-CLIP: Leveraging Large Vision-Language Models to Create High-Quality Image-Text Datasets and CLIP Models ICCV 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation ICCV 2025
Why the Agent Made that Decision: Contrastive Explanation Learning for Reinforcement Learning IJCAI 2025
POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction IJCAI 2025
Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025
Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025
Enhancing the Prototype Network with Local-to-Global Optimization for Few-Shot Relation Extraction NAACL 2025
Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading Comprehension AAAI 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025
Style Transfer with Multi-iteration Preference Optimization NAACL 2025
AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection EMNLP 2025
SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025
Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data NAACL 2025
DyPCL: Dynamic Phoneme-level Contrastive Learning for Dysarthric Speech Recognition NAACL 2025
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025
McHirc: A Multimodal Benchmark for Chinese Idiom Reading Comprehension AAAI 2025
Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation NAACL 2025
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models NAACL 2025
Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025
Do Audio-Language Models Understand Linguistic Variations? NAACL 2025
Transform Retrieval for Textual Entailment in RAG NAACL 2025
Search Query Embeddings via User-behavior-driven Contrastive Learning NAACL 2025