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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction EMNLP 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023
Enhancing Emotion Recognition in Conversation via Multi-view Feature Alignment and Memorization EMNLP 2023
Coarse-to-Fine Dual Encoders are Better Frame Identification Learners EMNLP 2023
Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection EMNLP 2023
DocSplit: Simple Contrastive Pretraining for Large Document Embeddings EMNLP 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation EMNLP 2023
GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023
Contrastive Pre-training for Personalized Expert Finding EMNLP 2023
Improving Multi-Stage Long Document Summarization with Enhanced Coarse Summarizer EMNLP 2023
Tracing Influence at Scale: A Contrastive Learning Approach to Linking Public Comments and Regulator Responses EMNLP 2023
Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models CVPR 2023
PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery CVPR 2023
CHMATCH: Contrastive Hierarchical Matching and Robust Adaptive Threshold Boosted Semi-Supervised Learning CVPR 2023
HaLP: Hallucinating Latent Positives for Skeleton-Based Self-Supervised Learning of Actions CVPR 2023
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning CVPR 2023
Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation CVPR 2023
PointCMP: Contrastive Mask Prediction for Self-Supervised Learning on Point Cloud Videos CVPR 2023
Change-Aware Sampling and Contrastive Learning for Satellite Images CVPR 2023
Contrastive Mean Teacher for Domain Adaptive Object Detectors CVPR 2023
Learning Discriminative Representations for Skeleton Based Action Recognition CVPR 2023
FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-Tail Trajectory Prediction CVPR 2023