| Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection | Apr 9, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 |
| Combating noisy labels by agreement: A joint training method with co-regularization | Mar 5, 2020 | DiversityImage Classification | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities | Feb 19, 2020 | Semantic SegmentationWeakly-supervised Learning | CodeCode Available | 1 |
| Progressive Identification of True Labels for Partial-Label Learning | Feb 19, 2020 | Partial Label LearningStochastic Optimization | CodeCode Available | 1 |
| Weakly Supervised Visual Semantic Parsing | Jan 8, 2020 | Graph GenerationImage Retrieval | CodeCode Available | 1 |
| Learning from Indirect Observations | Oct 10, 2019 | Weakly-supervised Learning | CodeCode Available | 1 |
| Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations | Apr 10, 2019 | image-classificationImage 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 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | 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 |
| Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos | Jun 14, 2018 | Surgical tool detectionWeakly-supervised Learning | CodeCode Available | 1 |
| Prediction and Localization of Student Engagement in the Wild | Apr 3, 2018 | Multiple Instance LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Multimodal Generative Models for Scalable Weakly-Supervised Learning | Feb 14, 2018 | ColorizationEdge Detection | CodeCode Available | 1 |
| Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models | Jun 6, 2025 | Weakly-supervised Learning | CodeCode Available | 0 |
| Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss | May 23, 2025 | MambaWeakly-supervised Learning | —Unverified | 0 |
| Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation | May 21, 2025 | In-Context LearningLarge Language Model | —Unverified | 0 |
| Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation | May 20, 2025 | AnatomySegmentation | —Unverified | 0 |
| Learning from Similarity Proportion Loss for Classifying Skeletal Muscle Recovery Stages | May 7, 2025 | Weakly-supervised Learning | —Unverified | 0 |
| Partial Label Clustering | May 6, 2025 | ClusteringConstrained Clustering | CodeCode Available | 0 |
| Advancing Arabic Speech Recognition Through Large-Scale Weakly Supervised Learning | Apr 16, 2025 | Arabic Speech RecognitionAutomatic Speech Recognition | —Unverified | 0 |
| Ising Models with Hidden Markov Structure: Applications to Probabilistic Inference in Machine Learning | Apr 14, 2025 | Anomaly DetectionDenoising | —Unverified | 0 |
| A Novel Approach to Linking Histology Images with DNA Methylation | Apr 7, 2025 | Graph Neural NetworkWeakly-supervised Learning | —Unverified | 0 |
| Audio-driven Gesture Generation via Deviation Feature in the Latent Space | Mar 27, 2025 | Gesture GenerationVideo Generation | —Unverified | 0 |
| LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives | Mar 24, 2025 | ArticlesWeakly-supervised Learning | —Unverified | 0 |
