| InternVideo2: Scaling Foundation Models for Multimodal Video Understanding | Mar 22, 2024 | Action ClassificationAction Recognition | CodeCode Available | 7 |
| 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 |
| FG^2: Fine-Grained Cross-View Localization by Fine-Grained Feature Matching | Mar 24, 2025 | Weakly-supervised Learning | CodeCode Available | 2 |
| Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation | Dec 5, 2024 | Semantic SegmentationTime Series | CodeCode Available | 2 |
| DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification | Jul 4, 2024 | DescriptiveDiversity | CodeCode Available | 2 |
| Low-resource finetuning of foundation models beats state-of-the-art in histopathology | Jan 9, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 2 |
| Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences | Mar 8, 2022 | TripletWeakly-supervised Learning | CodeCode Available | 2 |
| BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset | Jun 8, 2020 | Weakly-supervised Learning | CodeCode Available | 2 |
| Dual‑detector Re‑optimization for Federated Weakly Supervised Video Anomaly Detection Via Adaptive Dynamic Recursive Mapping | Jun 13, 2025 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images | Feb 14, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| libcll: an Extendable Python Toolkit for Complementary-Label Learning | Nov 19, 2024 | Weakly-supervised Learning | CodeCode Available | 1 |
| Weakly-supervised Camera Localization by Ground-to-satellite Image Registration | Sep 10, 2024 | Camera LocalizationContrastive Learning | CodeCode Available | 1 |
| Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations | Jun 18, 2024 | Surface ReconstructionWeakly-supervised Learning | CodeCode Available | 1 |
| Rethinking Early-Fusion Strategies for Improved Multispectral Object Detection | May 25, 2024 | Knowledge DistillationMultispectral Object Detection | CodeCode Available | 1 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 |
| A General Framework for Learning from Weak Supervision | Feb 2, 2024 | Weakly-supervised Learning | CodeCode Available | 1 |
| Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection | Jan 24, 2024 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 |
| High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks | Dec 14, 2023 | Image RegistrationWeakly-supervised Learning | CodeCode Available | 1 |
| Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical | Nov 27, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| Benchmarking Pathology Feature Extractors for Whole Slide Image Classification | Nov 20, 2023 | Benchmarkingimage-classification | CodeCode Available | 1 |
| Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation | Nov 18, 2023 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| DDAM-PS: Diligent Domain Adaptive Mixer for Person Search | Oct 31, 2023 | Domain AdaptationPedestrian Detection | CodeCode Available | 1 |
| LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation | Oct 16, 2023 | Few-Shot LearningLarge Language Model | CodeCode Available | 1 |
| Shatter and Gather: Learning Referring Image Segmentation with Text Supervision | Aug 29, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
