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multi-label learning

117 papers

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Also known as

MLL

Co-occurring keywords

multi-label classification (1004) label correlation (77) multi-instance learning (129) representation learning (6174) multi-view learning (391) label propagation (185) label distribution learning (65) knowledge distillation (3680) convolutional neural network (4216) semi-supervised learning (2331)

Papers

Classifier-induced Reciprocal Points for Multi-label Open-set Recognition AAAI 2026
Deep Graph Online Hashing for Multi-Label Image Retrieval AAAI 2025
Multi-label Self Knowledge Distillation AAAI 2025
Epsilon: Exploring Comprehensive Visual-Semantic Projection for Multi-Label Zero-Shot Learning AAAI 2025
MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery IJCAI 2025
More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning ICCV 2025
YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT ACL 2025
Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label AAAI 2025
Knowledge-Guided Domain Adaptation Model for Transferring Drug Response Prediction from Cell Lines to Patients AAAI 2025
EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion AAAI 2025
Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025
Adaptive-Grained Label Distribution Learning AAAI 2025
Towards Macro-AUC Oriented Imbalanced Multi-Label Continual Learning AAAI 2025
Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding CVPR 2025
Tewodros at SemEval-2025 Task 11: Multilingual Emotion Intensity Detection using Small Language Models ACL 2025
Label Distribution Learning with Biased Annotations Assisted by Multi-Label Learning IJCAI 2025
Learning to vary: Teaching LMs to reproduce human linguistic variability in next-word prediction EMNLP 2025
Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection AAAI 2025
Multi-Label Open Set Recognition NIPS 2024
Exploiting Multi-Label Correlation in Label Distribution Learning IJCAI 2024
Multi-Label Learning with Stronger Consistency Guarantees NIPS 2024
Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection AAAI 2024
Dual Semantic Fusion Hashing for Multi-Label Cross-Modal Retrieval IJCAI 2024
Boosting Single Positive Multi-label Classification with Generalized Robust Loss IJCAI 2024
Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024