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Contrastive Learning

3,535 papers

Papers per year

Papers

Communicate to Play: Pragmatic Reasoning for Efficient Cross-Cultural Communication EMNLP 2024
InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States EMNLP 2024
Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024
Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs EMNLP 2024
Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
Contrastive Learning to Improve Retrieval for Real-World Fact Checking EMNLP 2024
SJTU System Description for the WMT24 Low-Resource Languages of Spain Task EMNLP 2024
SwiftThief: Enhancing Query Efficiency of Model Stealing by Contrastive Learning IJCAI 2024
A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024
Probabilistic Contrastive Learning for Domain Adaptation IJCAI 2024
Cross-modal Generation and Alignment via Attribute-guided Prompt for Unsupervised Text-based Person Retrieval IJCAI 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning IJCAI 2024
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024
Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval IJCAI 2024
Contrastive Transformer Cross-Modal Hashing for Video-Text Retrieval IJCAI 2024
Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning IJCAI 2024
Class-consistent Contrastive Learning Driven Cross-dimensional Transformer for 3D Medical Image Classification IJCAI 2024
Pre-DyGAE: Pre-training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting IJCAI 2024
Contrastive Learning Drug Response Models from Natural Language Supervision IJCAI 2024
Graph Contrastive Learning with Reinforcement Augmentation IJCAI 2024
Graph Collaborative Expert Finding with Contrastive Learning IJCAI 2024
Anomaly Subgraph Detection through High-Order Sampling Contrastive Learning IJCAI 2024
SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data IJCAI 2024
HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph IJCAI 2024