| Meta Objective Guided Disambiguation for Partial Label Learning | Aug 26, 2022 | Partial Label Learningvalid | —Unverified | 0 |
| ProPaLL: Probabilistic Partial Label Learning | Aug 21, 2022 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 |
| Towards Label-efficient Automatic Diagnosis and Analysis: A Comprehensive Survey of Advanced Deep Learning-based Weakly-supervised, Semi-supervised and Self-supervised Techniques in Histopathological Image Analysis | Aug 18, 2022 | PrognosisRepresentation Learning | —Unverified | 0 |
| Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos | Aug 3, 2022 | Action LocalizationEmotion Classification | CodeCode Available | 0 |
| Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach | Jul 29, 2022 | Handwritten Chinese Text RecognitionSegmentation | —Unverified | 0 |
| Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images | Jul 29, 2022 | Weakly-supervised Learning | —Unverified | 0 |
| Balancing Bias and Variance for Active Weakly Supervised Learning | Jun 12, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| Cardiac Adipose Tissue Segmentation via Image-Level Annotations | Jun 9, 2022 | SegmentationWeakly-supervised Learning | —Unverified | 0 |
| Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization | Jun 1, 2022 | Abstractive Text SummarizationDomain Adaptation | CodeCode Available | 0 |
| Bazinga! A Dataset for Multi-Party Dialogues Structuring | Jun 1, 2022 | Entity LinkingPunctuation Restoration | —Unverified | 0 |
| CIGMO: Categorical invariant representations in a deep generative framework | May 27, 2022 | DisentanglementDiversity | CodeCode Available | 0 |
| Detection of Fights in Videos: A Comparison Study of Anomaly Detection and Action Recognition | May 23, 2022 | Action RecognitionAnomaly Detection | —Unverified | 0 |
| Preparing data for pathological artificial intelligence with clinical-grade performance | May 22, 2022 | DiagnosticWeakly-supervised Learning | —Unverified | 0 |
| Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning | May 6, 2022 | Point Cloud SegmentationSegmentation | —Unverified | 0 |
| Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives | Apr 18, 2022 | Change Detectionimage-classification | —Unverified | 0 |
| Decompositional Generation Process for Instance-Dependent Partial Label Learning | Apr 8, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels | Mar 30, 2022 | Data AugmentationSemantic correspondence | —Unverified | 0 |
| On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation | Mar 29, 2022 | 3D Human Pose Estimation3D Pose Estimation | —Unverified | 0 |
| Learning from Label Proportions with Instance-wise Consistency | Mar 24, 2022 | Learning TheoryStochastic Optimization | CodeCode Available | 0 |
| Breast Cancer Molecular Subtypes Prediction on Pathological Images with Discriminative Patch Selecting and Multi-Instance Learning | Mar 15, 2022 | Weakly-supervised Learningwhole slide images | —Unverified | 0 |
| Joint CNN and Transformer Network via weakly supervised Learning for efficient crowd counting | Mar 12, 2022 | Crowd CountingWeakly-supervised Learning | —Unverified | 0 |
| Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability | Mar 11, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Weakly Supervised Learning of Keypoints for 6D Object Pose Estimation | Mar 7, 2022 | 6D Pose Estimation using RGBKeypoint Detection | —Unverified | 0 |
| Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision | Mar 4, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Learning Group Importance using the Differentiable Hypergeometric Distribution | Mar 3, 2022 | ClusteringSelection bias | CodeCode Available | 0 |