Contrastive Learning

SaCa: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast EMNLP 2025 SA-CLIP: Language Guided Image Spatial and Action Feature Learning EMNLP 2025 SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining CVPR 2025 SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025 SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery AAAI 2025 Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025 Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection ICLR 2025 SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025 SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection ACL 2025 scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data IJCAI 2025 SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025 Search Query Embeddings via User-behavior-driven Contrastive Learning NAACL 2025 SEBRA : Debiasing through Self-Guided Bias Ranking ICLR 2025 Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025 Selective Contrastive Learning for Weakly Supervised Affordance Grounding ICCV 2025 Selective Preference Optimization via Token-Level Reward Function Estimation EMNLP 2025 Self-supervised contrastive learning performs non-linear system identification ICLR 2025 Self-supervised Trusted Contrastive Multi-view Clustering with Uncertainty Refined AAAI 2025 Semantic alignment in hyperbolic space for fine-grained emotion classification ACL 2025 SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts EMNLP 2025 Sentiment-enhanced Multi-hop Connected Graph Attention Network for Multimodal Aspect-Based Sentiment Analysis IJCAI 2025 SENTRA: Selected-Next-Token Transformer for LLM Text Detection EMNLP 2025 SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification NAACL 2025 Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025 Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning SemEval 2025