conftrace_

partial label learning

68 papers

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Also known as

PLL

Co-occurring keywords

weakly supervised learning (1328) label disambiguation (31) candidate label (17) semi-supervised learning (2341) representation learning (6206) label noise (498) multi-class classification (280) alternating optimization (57) candidate label set (6) partial label (21)

Papers

Towards Unbiased Exploration in Partial Label Learning JMLR 2024
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning NIPS 2023
Learning with Partial Labels from Semi-supervised Perspective AAAI 2023
FREDIS: A Fusion Framework of Refinement and Disambiguation for Unreliable Partial Label Learning ICML 2023
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023
On Learning Latent Models with Multi-Instance Weak Supervision NIPS 2023
Progressive Purification for Instance-Dependent Partial Label Learning ICML 2023
Unreliable Partial Label Learning with Recursive Separation IJCAI 2023
Partial Label Learning with Dissimilarity Propagation guided Candidate Label Shrinkage NIPS 2023
Active Learning for Semantic Segmentation with Multi-class Label Query NIPS 2023
Can Label-Specific Features Help Partial-Label Learning? AAAI 2023
Star Temporal Classification: Sequence Modeling with Partially Labeled Data NIPS 2022
Revisiting Consistency Regularization for Deep Partial Label Learning ICML 2022
Webly-Supervised Fine-Grained Recognition with Partial Label Learning IJCAI 2022
Continual Learning with Evolving Class Ontologies NIPS 2022
Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022
Partial Label Learning via Label Influence Function ICML 2022
Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022
Large Loss Matters in Weakly Supervised Multi-Label Classification CVPR 2022
Deep Graph Matching for Partial Label Learning IJCAI 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels AAAI 2022
Exploring Binary Classification Hidden within Partial Label Learning IJCAI 2022
Leveraged Weighted Loss for Partial Label Learning ICML 2021
Multi-level Generative Models for Partial Label Learning with Non-random Label Noise IJCAI 2021
Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021