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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025
PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025
Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025
Multi-View Collaborative Learning Network for Speech Deepfake Detection AAAI 2025
DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding ICCV 2025
DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels AAAI 2025
TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings AAAI 2025
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training IJCAI 2025
WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025
Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025
Aligning Contrastive Multiple Clusterings with User Interests IJCAI 2025
Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment AAAI 2025
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning AAAI 2025
Single-View Graph Contrastive Learning with Soft Neighborhood Awareness AAAI 2025
Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025
FedCPD:Personalized Federated Learning with Prototype-Enhanced Representation and Memory Distillation IJCAI 2025
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025
Weakly-Supervised Learning of Dense Functional Correspondences ICCV 2025
CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025
SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection ACL 2025
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025
Hierarchical-aware Orthogonal Disentanglement Framework for Fine-grained Skeleton-based Action Recognition ICCV 2025
Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process IJCAI 2025
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference AAAI 2025
Embodied Representation Alignment with Mirror Neurons ICCV 2025