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label propagation

185 papers

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Also known as

LPA LP

Co-occurring keywords

semi-supervised learning (2331) graph neural network (3945) graph-based learning (65) semantic segmentation (3179) transductive learning (117) node classification (480) domain adaptation (4578) text classification (6776) representation learning (6174) multi-label classification (1004)

Papers

Graph-based Label-Efficient Learning: When Graph-Structured Data Meets Limited Labels AAAI 2026
Exact Combinatorial Multi-Class Graph Cuts for Semi-Supervised Learning AAAI 2026
Semi-Supervised Semantic Segmentation via Derivative Label Propagation AAAI 2026
Rethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective AAAI 2026
Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection ACL 2025
Image-to-video Adaptation with Outlier Modeling and Robust Self-learning AAAI 2025
Normalize Then Propagate: Efficient Homophilous Regularization for Few-Shot Semi-Supervised Node Classification AAAI 2025
Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition ICCV 2025
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025
Tensorized Label Learning Based Fast Fuzzy Clustering AAAI 2025
CoralSRT: Revisiting Coral Reef Semantic Segmentation by Feature Rectification via Self-supervised Guidance ICCV 2025
From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning EMNLP 2025
Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection IJCAI 2025
LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation CVPR 2025
Probability-Density-aware Semi-supervised Learning AAAI 2025
Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024
Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation IJCAI 2024
Unraveling the Dynamics of Semi-Supervised Hate Speech Detection: The Impact of Unlabeled Data Characteristics and Pseudo-Labeling Strategies EACL 2024
Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024
Transductive Legal Judgment Prediction Combining BERT Embeddings with Delaunay-Based GNNs EMNLP 2024
Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024
ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning AAAI 2024
Graph Anomaly Detection via Prototype-Aware Label Propagation (Student Abstract) AAAI 2024
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation CVPR 2024
Steno AI at SemEval-2023 Task 6: Rhetorical Role Labelling of Legal Documents using Transformers and Graph Neural Networks SEMEVAL 2023