| FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching | Jan 1, 2025 | Weakly-supervised Learning | —Unverified | 0 |
| ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining | Jan 1, 2025 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 0 |
| HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization | Dec 30, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 |
| 2by2: Weakly-Supervised Learning for Global Action Segmentation | Dec 17, 2024 | Action SegmentationWeakly-supervised Learning | —Unverified | 0 |
| Label up: Learning Pulmonary Embolism Segmentation from Image Level Annotation through Model Explainability | Dec 10, 2024 | Weakly-supervised Learning | —Unverified | 0 |
| Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation | Dec 5, 2024 | Semantic SegmentationTime Series | CodeCode Available | 2 |
| libcll: an Extendable Python Toolkit for Complementary-Label Learning | Nov 19, 2024 | Weakly-supervised Learning | CodeCode Available | 1 |
| Forming Auxiliary High-confident Instance-level Loss to Promote Learning from Label Proportions | Nov 15, 2024 | Weakly-supervised Learning | —Unverified | 0 |
| Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network | Nov 13, 2024 | Anomaly DetectionAnomaly Detection In Surveillance Videos | —Unverified | 0 |
| Efficient Whole Slide Image Classification through Fisher Vector Representation | Nov 13, 2024 | Diagnosticimage-classification | —Unverified | 0 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 |
| Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation | Oct 10, 2024 | Semantic SegmentationWeakly-supervised Learning | —Unverified | 0 |
| Analysis of Hybrid Compositions in Animation Film with Weakly Supervised Learning | Oct 7, 2024 | Weakly-supervised Learning | —Unverified | 0 |
| SSL-NBV: A Self-Supervised-Learning-Based Next-Best-View algorithm for Efficient 3D Plant Reconstruction by a Robot | Oct 2, 2024 | 3D ReconstructionComputational Efficiency | —Unverified | 0 |
| Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop Training | Sep 29, 2024 | Active LearningArtifact Detection | CodeCode Available | 0 |
| An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes | Sep 29, 2024 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation | Sep 28, 2024 | Image SegmentationMamba | CodeCode Available | 0 |
| Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis | Sep 18, 2024 | ClassificationDenoising | —Unverified | 0 |
| On the Generalizability of Foundation Models for Crop Type Mapping | Sep 14, 2024 | Crop ClassificationCrop Type Mapping | CodeCode Available | 0 |
| Weakly-supervised Camera Localization by Ground-to-satellite Image Registration | Sep 10, 2024 | Camera LocalizationContrastive Learning | CodeCode Available | 1 |
| Interactive Machine Teaching by Labeling Rules and Instances | Sep 8, 2024 | Active LearningLanguage Modelling | —Unverified | 0 |
| Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags | Aug 26, 2024 | GPUWeakly-supervised Learning | CodeCode Available | 0 |
| Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation | Aug 24, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| MergeUp-augmented Semi-Weakly Supervised Learning for WSI Classification | Aug 23, 2024 | ClassificationDiversity | CodeCode Available | 0 |
| A Review of Human-Object Interaction Detection | Aug 20, 2024 | Human-Object Interaction DetectionObject | —Unverified | 0 |