| PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning | Jan 22, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 2 | 5 |
| Multi-Instance Partial-Label Learning with Margin Adjustment | Jan 22, 2025 | Partial Label Learning | CodeCode Available | 1 | 5 |
| SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning | Sep 21, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Contrastive Label Disambiguation for Partial Label Learning | Sep 29, 2021 | Contrastive LearningPartial Label Learning | CodeCode Available | 1 | 5 |
| Progressive Identification of True Labels for Partial-Label Learning | Feb 19, 2020 | Partial Label LearningStochastic Optimization | CodeCode Available | 1 | 5 |
| Towards Effective Visual Representations for Partial-Label Learning | May 10, 2023 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations | May 22, 2023 | Learning with noisy labelsPartial Label Learning | CodeCode Available | 1 | 5 |
| Instance-Dependent Partial Label Learning | Oct 25, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Exploiting Class Activation Value for Partial-Label Learning | Sep 29, 2021 | Multi-class ClassificationPartial Label Learning | CodeCode Available | 1 | 5 |
| CASS: Cross Architectural Self-Supervision for Medical Image Analysis | Jun 8, 2022 | ClassificationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Learning with Partial Labels from Semi-supervised Perspective | Nov 24, 2022 | Contrastive LearningPartial Label Learning | CodeCode Available | 1 | 5 |
| CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning | Feb 11, 2022 | Image ClassificationPartial Label Learning | CodeCode Available | 1 | 5 |
| Tuning the Right Foundation Models is What you Need for Partial Label Learning | Jun 5, 2025 | Model SelectionPartial Label Learning | CodeCode Available | 1 | 5 |
| Leveraged Weighted Loss for Partial Label Learning | Jun 10, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 | 5 |
| Long-Tailed Partial Label Learning via Dynamic Rebalancing | Feb 10, 2023 | Partial Label Learning | CodeCode Available | 1 | 5 |
| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 | 5 |
| S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions | May 23, 2023 | Contrastive LearningImage-text Retrieval | CodeCode Available | 1 | 5 |
| Partial Label Learning for Emotion Recognition from EEG | Feb 25, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Active Learning for Semantic Segmentation with Multi-class Label Query | Sep 17, 2023 | Active LearningMultiple Instance Learning | CodeCode Available | 0 | 5 |
| Partial-Label Learning with a Reject Option | Feb 1, 2024 | Autonomous DrivingPartial Label Learning | CodeCode Available | 0 | 5 |
| AsyCo: An Asymmetric Dual-task Co-training Model for Partial-label Learning | Jul 21, 2024 | Partial Label LearningPartially Labeled Datasets | CodeCode Available | 0 | 5 |
| Unreliable Partial Label Learning with Recursive Separation | Feb 20, 2023 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| On the Power of Deep but Naive Partial Label Learning | Oct 22, 2020 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Webly-Supervised Fine-Grained Recognition with Partial Label Learning | Feb 9, 2022 | Partial Label Learning | CodeCode Available | 0 | 5 |
| Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning | Dec 15, 2023 | Contrastive LearningMeta-Learning | CodeCode Available | 0 | 5 |
| OPAM: Online Purchasing-behavior Analysis using Machine learning | Feb 2, 2021 | BIG-bench Machine LearningPartial Label Learning | CodeCode Available | 0 | 5 |
| Partial Label Clustering | May 6, 2025 | ClusteringConstrained Clustering | CodeCode Available | 0 | 5 |
| Partial Label Learning with Focal Loss for Sea Ice Classification Based on Ice Charts | Jun 5, 2024 | ClassificationPartial Label Learning | CodeCode Available | 0 | 5 |
| Partial Label Supervision for Agnostic Generative Noisy Label Learning | Aug 2, 2023 | Image GenerationLearning with noisy labels | CodeCode Available | 0 | 5 |
| Complementary Classifier Induced Partial Label Learning | May 17, 2023 | Partial Label Learningvalid | CodeCode Available | 0 | 5 |
| Partial-Label Regression | Jun 15, 2023 | Partial Label Learningregression | CodeCode Available | 0 | 5 |
| A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition | May 21, 2023 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes | Sep 29, 2024 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning | Dec 6, 2024 | Partial Label Learning | CodeCode Available | 0 | 5 |
| Multi-Instance Partial-Label Learning: Towards Exploiting Dual Inexact Supervision | Dec 18, 2022 | Gaussian ProcessesPartial Label Learning | CodeCode Available | 0 | 5 |
| Superpixelwise Low-Rank Approximation-Based Partial Label Learning for Hyperspectral Image Classification | May 25, 2023 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 0 | 5 |
| Superpixelwise Low-rank Approximation based Partial Label Learning for Hyperspectral Image Classification | May 27, 2024 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 0 | 5 |
| Towards Mitigating the Class-Imbalance Problem for Partial Label Learning | Jul 19, 2018 | Partial Label Learningvalid | CodeCode Available | 0 | 5 |
| Decompositional Generation Process for Instance-Dependent Partial Label Learning | Apr 8, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Exploiting Conjugate Label Information for Multi-Instance Partial-Label Learning | Aug 26, 2024 | Partial Label Learning | CodeCode Available | 0 | 5 |
| Training a Label-Noise-Resistant GNN with Reduced Complexity | Nov 17, 2024 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Towards Unbiased Exploration in Partial Label Learning | Jul 2, 2023 | Partial Label Learning | —Unverified | 0 | 0 |
| Out-of-distribution Partial Label Learning | Mar 11, 2024 | object-detectionObject Detection | —Unverified | 0 | 0 |
| Understanding Self-Distillation and Partial Label Learning in Multi-Class Classification with Label Noise | Feb 16, 2024 | Multi-class ClassificationPartial Label Learning | —Unverified | 0 | 0 |
| Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples | Jul 2, 2023 | Partial Label Learning | —Unverified | 0 | 0 |
| Adversary-Aware Partial label learning with Label distillation | Apr 2, 2023 | Partial Label Learning | —Unverified | 0 | 0 |
| A Self-paced Regularization Framework for Partial-Label Learning | Apr 20, 2018 | Partial Label Learning | —Unverified | 0 | 0 |
| Candidate-aware Selective Disambiguation Based On Normalized Entropy for Instance-dependent Partial-label Learning | Jan 1, 2023 | Partial Label Learning | —Unverified | 0 | 0 |
| COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training | Apr 27, 2023 | Computed Tomography (CT)Medical Image Segmentation | —Unverified | 0 | 0 |
| CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning | Mar 18, 2023 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 | 0 |
