Contrastive Learning

Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025 Paraphrase-based Contrastive Learning for Sentence Pair Modeling NAACL 2025 Paraphrase Makes Perfect: Leveraging Expression Paraphrase to Improve Implicit Sentiment Learning COLING 2025 PartField: Learning 3D Feature Fields for Part Segmentation and Beyond ICCV 2025 Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction COLING 2025 Pay Attention to the Foreground in Object-Centric Learning CVPR 2025 Perceptual Inductive Bias Is What You Need Before Contrastive Learning CVPR 2025 Personalized Clustering via Targeted Representation Learning AAAI 2025 Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach AAAI 2025 Personalized Label Inference Attack in Federated Transfer Learning via Contrastive Meta Learning AAAI 2025 Personalized Representation from Personalized Generation ICLR 2025 PharmacoMatch: Efficient 3D Pharmacophore Screening via Neural Subgraph Matching ICLR 2025 PhyCamo: A Robust Physical Camouflage via Contrastive Learning for Multi-View Physical Adversarial Attack AAAI 2025 Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry IJCAI 2025 PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning WACV 2025 Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025 POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning AAAI 2025 PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes NAACL 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 PPT: Patch Order Do Matters In Time Series Pretext Task ICLR 2025 PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025 Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance CVPR 2025 Pre-trained Behavioral Model for Malicious User Prediction on Social Platform AAAI 2025 PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025 Progressive Compositionality in Text-to-Image Generative Models ICLR 2025