| Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer | Apr 13, 2023 | Weakly-supervised Learning | —Unverified | 0 |
| Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model | Apr 7, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 |
| WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation | Apr 3, 2023 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Semi-Weakly Supervised Object Kinematic Motion Prediction | Mar 31, 2023 | Graph Neural Networkmotion prediction | —Unverified | 0 |
| JCDNet: Joint of Common and Definite phases Network for Weakly Supervised Temporal Action Localization | Mar 30, 2023 | Action LocalizationMultiple Instance Learning | —Unverified | 0 |
| Defect detection using weakly supervised learning | Mar 27, 2023 | Defect DetectionWeakly-supervised Learning | —Unverified | 0 |
| 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 |
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | Mar 21, 2023 | ReconstructionSkull Stripping | CodeCode Available | 1 |
| CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning | Mar 18, 2023 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 |
| AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image | Mar 11, 2023 | DiversityImage Augmentation | —Unverified | 0 |
| HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations | Mar 10, 2023 | Action RecognitionDomain Adaptation | CodeCode Available | 1 |
| Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation | Mar 9, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| Pseudo Labels Regularization for Imbalanced Partial-Label Learning | Mar 6, 2023 | Long-tail LearningPartial Label Learning | —Unverified | 0 |
| Neural Intrinsic Embedding for Non-rigid Point Cloud Matching | Mar 2, 2023 | Point Cloud RegistrationWeakly-supervised Learning | —Unverified | 0 |
| Unreliable Partial Label Learning with Recursive Separation | Feb 20, 2023 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| Weakly Supervised Label Learning Flows | Feb 19, 2023 | Weakly-supervised Learning | CodeCode Available | 0 |
| On graph-based reentrancy-free semantic parsing | Feb 15, 2023 | Semantic ParsingTAG | —Unverified | 0 |
| Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning | Feb 8, 2023 | Gaussian ProcessesMultiple Instance Learning | CodeCode Available | 0 |
| Generalized Uncertainty of Deep Neural Networks: Taxonomy and Applications | Feb 2, 2023 | Knowledge DistillationModel Compression | —Unverified | 0 |
| ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning | Jan 28, 2023 | Model OptimizationPartial Label Learning | —Unverified | 0 |
| Parkinson gait modelling from an anomaly deep representation | Jan 26, 2023 | Anomaly DetectionVideo Reconstruction | —Unverified | 0 |
| OvarNet: Towards Open-vocabulary Object Attribute Recognition | Jan 23, 2023 | AttributeKnowledge Distillation | CodeCode Available | 1 |
| Multitask Weakly Supervised Learning for Origin Destination Travel Time Estimation | Jan 13, 2023 | Travel Time EstimationWeakly-supervised Learning | —Unverified | 0 |
| Learning Bidirectional Action-Language Translation with Limited Supervision and Incongruent Input | Jan 9, 2023 | TranslationWeakly-supervised Learning | —Unverified | 0 |
| Deep Statistical Solver for Distribution System State Estimation | Jan 4, 2023 | State EstimationWeakly-supervised Learning | CodeCode Available | 1 |
