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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval AAAI 2024
Debiasing Multimodal Sarcasm Detection with Contrastive Learning AAAI 2024
Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024
Object Attribute Matters in Visual Question Answering AAAI 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
Mitigating Idiom Inconsistency: A Multi-Semantic Contrastive Learning Method for Chinese Idiom Reading Comprehension AAAI 2024
InterpretARA: Enhancing Hybrid Automatic Readability Assessment with Linguistic Feature Interpreter and Contrastive Learning AAAI 2024
Coreference Graph Guidance for Mind-Map Generation AAAI 2024
Chasing Fairness in Graphs: A GNN Architecture Perspective AAAI 2024
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy AAAI 2024
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024
Research of Event Reconstruct Based on Multi-View Contrastive Learning (Student Abstract) AAAI 2024
Contrastive Learning for Low-Light Raw Denoising (Student Abstract) AAAI 2024
What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception AAAI 2024
Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
Winnie: Task-Oriented Dialog System with Structure-Aware Contrastive Learning and Enhanced Policy Planning AAAI 2024
Representation-Based Robustness in Goal-Conditioned Reinforcement Learning AAAI 2024
Perspectives on Hate: General vs. Domain-Specific Models COLING 2024
Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity COLING 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users COLING 2024
Confidence Matters: Enhancing Medical Image Classification Through Uncertainty-Driven Contrastive Self-Distillation MICCAI 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
Contrastive Transformer Cross-Modal Hashing for Video-Text Retrieval IJCAI 2024