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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025
Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025
Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025
UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation ACL 2025
Learning the Power of "No": Foundation Models with Negations WACV 2025
DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025
Contrastive Representation for Interactive Recommendation AAAI 2025
Removing Geometric Bias in One-Class Anomaly Detection with Adaptive Feature Perturbation WACV 2025
Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing AAAI 2025
Zero-Shot Class Unlearning in CLIP with Synthetic Samples WACV 2025
Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025
Background-Aware Moment Detection for Video Moment Retrieval WACV 2025
Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation WACV 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025
Detecting Honkadori based on Waka Embeddings NAACL 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
IRSum: One Model to Rule Summarization and Retrieval ACL 2025
MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance IJCAI 2025
Fine-Grained Image-Text Correspondence with Cost Aggregation for Open-Vocabulary Part Segmentation CVPR 2025
Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text ICCV 2025