| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| DVIS++: Improved Decoupled Framework for Universal Video Segmentation | Dec 20, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation | Mar 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier | Jul 4, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imagery | May 17, 2024 | Material ClassificationMaterial Recognition | CodeCode Available | 1 | 5 |
| Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! | May 3, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound Image | Oct 25, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Mar 16, 2025 | 3D Semantic SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model | Mar 2, 2025 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
