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multi-label learning

117 papers

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Also known as

ML MLML MIML 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

Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024
Multi-Label Learning with Stronger Consistency Guarantees NIPS 2024
Towards Robust Multi-Label Learning against Dirty Label Noise IJCAI 2024
Multi-Label Knowledge Distillation ICCV 2023
List Online Classification COLT 2023
Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers AAAI 2023
Probing Sentiment-Oriented Pre-Training Inspired by Human Sentiment Perception Mechanism CVPR 2023
Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NIPS 2023
Towards Understanding Generalization of Macro-AUC in Multi-label Learning ICML 2023
Ordinal Label Distribution Learning ICCV 2023
Fast Online Hashing with Multi-Label Projection AAAI 2023
Revisiting Pseudo-Label for Single-Positive Multi-Label Learning ICML 2023
(ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning CVPR 2023
Can Infinitely Wide Deep Nets Help Small-data Multi-label Learning? ACML 2023
Open Set Action Recognition via Multi-Label Evidential Learning CVPR 2023
Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels NIPS 2022
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement NIPS 2022
Key Mention Pairs Guided Document-Level Relation Extraction COLING 2022
Mining Multi-Label Samples from Single Positive Labels NIPS 2022
AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations EMNLP 2022
Sum of Ranked Range Loss for Supervised Learning JMLR 2022
Multi-Label Iterated Learning for Image Classification With Label Ambiguity CVPR 2022
Fusion Label Enhancement for Multi-Label Learning IJCAI 2022
Trusted Loss Correction for Noisy Multi-Label Learning ACML 2022
Multi-Label Activity Recognition Using Activity-Specific Features and Activity Correlations CVPR 2021