| InternVideo2: Scaling Foundation Models for Multimodal Video Understanding | Mar 22, 2024 | Action ClassificationAction Recognition | CodeCode Available | 7 | 5 |
| Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation | Feb 16, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 4 | 5 |
| DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification | Jul 4, 2024 | DescriptiveDiversity | CodeCode Available | 2 | 5 |
| FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching | Mar 24, 2025 | Weakly-supervised Learning | CodeCode Available | 2 | 5 |
| Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences | Mar 8, 2022 | TripletWeakly-supervised Learning | CodeCode Available | 2 | 5 |
| BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset | Jun 8, 2020 | Weakly-supervised Learning | CodeCode Available | 2 | 5 |
| Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation | Dec 5, 2024 | Semantic SegmentationTime Series | CodeCode Available | 2 | 5 |
| Low-resource finetuning of foundation models beats state-of-the-art in histopathology | Jan 9, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 2 | 5 |
| Decoupling Makes Weakly Supervised Local Feature Better | Jan 8, 2022 | Camera LocalizationImage Matching | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| DDAM-PS: Diligent Domain Adaptive Mixer for Person Search | Oct 31, 2023 | Domain AdaptationPedestrian Detection | CodeCode Available | 1 | 5 |
| A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation | Sep 9, 2021 | DecoderDialogue Generation | CodeCode Available | 1 | 5 |
| Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set | Mar 20, 2019 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 | 5 |
| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 | 5 |
| Combating noisy labels by agreement: A joint training method with co-regularization | Mar 5, 2020 | DiversityImage Classification | CodeCode Available | 1 | 5 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 | 5 |
| CLImage: Human-Annotated Datasets for Complementary-Label Learning | May 15, 2023 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Benchmarking Pathology Feature Extractors for Whole Slide Image Classification | Nov 20, 2023 | Benchmarkingimage-classification | CodeCode Available | 1 | 5 |
| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 | 5 |
| COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation | Oct 4, 2022 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels | Sep 7, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
| A General Framework for Learning from Weak Supervision | Feb 2, 2024 | Weakly-supervised Learning | CodeCode Available | 1 | 5 |
