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multi-label learning

117 papers

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Also known as

ML 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

SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels ICML 2021
Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval AAAI 2021
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation EMNLP 2021
Multi-Label Few-Shot Learning for Aspect Category Detection IJCNLP 2021
BAMBOO: A Multi-instance Multi-label Approach Towards VDI User Logon Behavior Modeling IJCAI 2021
Multi-Label Few-Shot Learning for Aspect Category Detection ACL 2021
Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021
Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations CVPR 2021
Multi-Label Causal Feature Selection AAAI 2020
To Avoid the Pitfall of Missing Labels in Feature Selection: A Generative Model Gives the Answer AAAI 2020
Learning from Weak-Label Data: A Deep Forest Expedition AAAI 2020
Diversified Bayesian Nonnegative Matrix Factorization AAAI 2020
Multi-View Partial Multi-Label Learning with Graph-Based Disambiguation AAAI 2020
Dual Relation Semi-Supervised Multi-Label Learning AAAI 2020
Query-Driven Multi-Instance Learning AAAI 2020
Learning by Minimizing the Sum of Ranked Range NIPS 2020
Multi-Label Visual Feature Learning with Attentional Aggregation WACV 2020
Deep Streaming Label Learning ICML 2020
Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis EMNLP 2020
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning EMNLP 2020
Privileged label enhancement with multi-label learning IJCAI 2020
Collaboration Based Multi-Label Propagation for Fraud Detection IJCAI 2020
Multi-label Feature Selection via Global Relevance and Redundancy Optimization IJCAI 2020
Discovering Latent Class Labels for Multi-Label Learning IJCAI 2020
Weakly-Supervised Multi-view Multi-instance Multi-label Learning IJCAI 2020