| Generative Active Learning for Long-tailed Instance Segmentation | Jun 4, 2024 | Active LearningInstance Segmentation | CodeCode Available | 2 | 5 |
| Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes | Aug 30, 2024 | Deep LearningImage Segmentation | CodeCode Available | 2 | 5 |
| 3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation | Jun 23, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Adapter is All You Need for Tuning Visual Tasks | Nov 25, 2023 | Allimage-classification | CodeCode Available | 2 | 5 |
| Global Context Vision Transformers | Jun 20, 2022 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models | Oct 5, 2022 | Out-of-Distribution DetectionSegmentation | CodeCode Available | 2 | 5 |
| ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning | Mar 29, 2024 | Continual LearningContinual Panoptic Segmentation | CodeCode Available | 2 | 5 |
| ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation | Jul 19, 2024 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation | Nov 14, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation | Sep 24, 2024 | DiversityInstance Segmentation | CodeCode Available | 2 | 5 |
