| QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images | Feb 14, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| Referring Image Segmentation Using Text Supervision | Aug 28, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 |
| All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation | May 25, 2023 | AllPseudo Label | CodeCode Available | 1 |
| Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation | Mar 9, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| AmbigQA: Answering Ambiguous Open-domain Questions | Apr 22, 2020 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification | Jan 26, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 1 |
| Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set | Mar 20, 2019 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes | Apr 1, 2022 | Data Augmentationobject-detection | CodeCode Available | 1 |
| DDAM-PS: Diligent Domain Adaptive Mixer for Person Search | Oct 31, 2023 | Domain AdaptationPedestrian Detection | CodeCode Available | 1 |
| SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning | Sep 21, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels | Sep 7, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Tracking by weakly-supervised learning and graph optimization for whole-embryo C. elegans lineages | Aug 24, 2022 | Cell TrackingEvent Detection | CodeCode Available | 1 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Decoupling Makes Weakly Supervised Local Feature Better | Jan 8, 2022 | Camera LocalizationImage Matching | CodeCode Available | 1 |
| Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty | Nov 14, 2020 | General ClassificationWeakly-supervised Learning | CodeCode Available | 1 |
| Acknowledging the Unknown for Multi-label Learning with Single Positive Labels | Mar 30, 2022 | Multi-Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks | Feb 22, 2022 | Multiple Instance LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Disambiguation of weak supervision with exponential convergence rates | Feb 4, 2021 | BIG-bench Machine LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping | Jun 13, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance | Jul 1, 2022 | AttributeRelational Reasoning | CodeCode Available | 1 |
| Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision | Apr 14, 2020 | Weakly-supervised LearningWeakly supervised segmentation | CodeCode Available | 1 |
| Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios | Mar 7, 2022 | Human Behavior ForecastingWeakly-supervised Learning | CodeCode Available | 1 |
| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A General Framework for Learning from Weak Supervision | Feb 2, 2024 | Weakly-supervised Learning | CodeCode Available | 1 |
| Exploring Visual Engagement Signals for Representation Learning | Apr 15, 2021 | Bias DetectionEmotion Recognition | CodeCode Available | 1 |
| Deep Statistical Solver for Distribution System State Estimation | Jan 4, 2023 | State EstimationWeakly-supervised Learning | CodeCode Available | 1 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection | Apr 9, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Instance-Dependent Partial Label Learning | Oct 25, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Benchmarking Pathology Feature Extractors for Whole Slide Image Classification | Nov 20, 2023 | Benchmarkingimage-classification | CodeCode Available | 1 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Label-Efficient Learning in Agriculture: A Comprehensive Review | May 24, 2023 | Active LearningPlant Phenotyping | CodeCode Available | 1 |
| HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations | Mar 10, 2023 | Action RecognitionDomain Adaptation | CodeCode Available | 1 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 |
| A Survey of Label-Efficient Deep Learning for 3D Point Clouds | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Leveraged Weighted Loss for Partial Label Learning | Jun 10, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Modeling Video As Stochastic Processes for Fine-Grained Video Representation Learning | Jan 1, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation | Nov 18, 2023 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | CodeCode Available | 1 |
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | Mar 21, 2023 | ReconstructionSkull Stripping | CodeCode Available | 1 |
| Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning | Jul 10, 2023 | Coronary Artery SegmentationDiagnostic | CodeCode Available | 1 |
| PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation | Aug 11, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| CLImage: Human-Annotated Datasets for Complementary-Label Learning | May 15, 2023 | Weakly-supervised Learning | CodeCode Available | 1 |
| Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity | Mar 22, 2023 | Weakly-supervised Learning | CodeCode Available | 1 |
| COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation | Oct 4, 2022 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition | Jul 29, 2022 | Handwritten Chinese Text RecognitionLine Detection | CodeCode Available | 1 |
