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Contrastive Learning

403 directly classified papers

Papers per year

Papers

PLIP: Language-Image Pre-training for Person Representation Learning NIPS 2024
CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition AAAI 2024
Multi-Label Supervised Contrastive Learning AAAI 2024
CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning AAAI 2024
Contrastive and View-Interaction Structure Learning for Multi-view Clustering IJCAI 2024
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction EMNLP 2024
A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024
Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024
Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024
Improving Dialog Safety using Socially Aware Contrastive Learning EACL 2024
KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition AAAI 2024
FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning AAAI 2024
Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding AAAI 2024
In-Context Example Retrieval from Multi-Perspectives for Few-Shot Aspect-Based Sentiment Analysis COLING 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance AAAI 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning NIPS 2024
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks NIPS 2024
RPSC: Robust Pseudo-Labeling for Semantic Clustering AAAI 2024
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NIPS 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024
Graph Contrastive Invariant Learning from the Causal Perspective AAAI 2024
Facilitating Multimodal Classification via Dynamically Learning Modality Gap NIPS 2024