| Bazinga! A Dataset for Multi-Party Dialogues Structuring | Jun 1, 2022 | Entity LinkingPunctuation Restoration | —Unverified | 0 |
| Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization | Jun 1, 2022 | Abstractive Text SummarizationDomain Adaptation | CodeCode Available | 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 |
| Transformer based multiple instance learning for weakly supervised histopathology image segmentation | May 18, 2022 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning | May 6, 2022 | Point Cloud SegmentationSegmentation | —Unverified | 0 |
| Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning | May 1, 2022 | Weakly-supervised Learning | CodeCode Available | 1 |
| Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives | Apr 18, 2022 | Change Detectionimage-classification | —Unverified | 0 |
| ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision | Apr 14, 2022 | DenoisingWeakly-supervised Learning | CodeCode Available | 1 |
| From 2D Images to 3D Model:Weakly Supervised Multi-View Face Reconstruction with Deep Fusion | Apr 8, 2022 | 3D Face ReconstructionFace Model | CodeCode Available | 1 |
| Decompositional Generation Process for Instance-Dependent Partial Label Learning | Apr 8, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes | Apr 1, 2022 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels | Mar 30, 2022 | Data AugmentationSemantic correspondence | —Unverified | 0 |
| Acknowledging the Unknown for Multi-label Learning with Single Positive Labels | Mar 30, 2022 | Multi-Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| 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 |
| PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning | Mar 18, 2022 | Weakly-supervised Learning | CodeCode Available | 1 |
| 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 |
| Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences | Mar 8, 2022 | TripletWeakly-supervised Learning | CodeCode Available | 2 |
| 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 |
| 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 |