| Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding | Apr 16, 2020 | Human Part SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Learning to Segment from Noisy Annotations: A Spatial Correction Approach | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Boosting Semantic Human Matting with Coarse Annotations | Apr 10, 2020 | Image MattingSemantic Segmentation | CodeCode Available | 1 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 |
| DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement | Mar 27, 2025 | Image Segmentationmodel | CodeCode Available | 1 |
| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Mar 30, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| ClaSP - Time Series Segmentation | Oct 26, 2021 | Change Point DetectionSegmentation | CodeCode Available | 1 |
| Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations | Oct 26, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Learning with Explicit Shape Priors for Medical Image Segmentation | Mar 31, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals | Apr 25, 2024 | Representation LearningSegmentation | CodeCode Available | 1 |
| Class Adaptive Network Calibration | Nov 28, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Boosting Video Object Segmentation via Space-time Correspondence Learning | Apr 13, 2023 | ObjectSegmentation | CodeCode Available | 1 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models | Jan 25, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 |
| Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding | Nov 29, 2024 | 3D geometry3DGS | CodeCode Available | 1 |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 |
| Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation | Mar 18, 2022 | Image-to-Image TranslationSegmentation | CodeCode Available | 1 |
| Lester: rotoscope animation through video object segmentation and tracking | Feb 15, 2024 | 3D Human Pose EstimationObject | CodeCode Available | 1 |
| Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping | Apr 17, 2023 | Motion SegmentationObject | CodeCode Available | 1 |
| Bootstrapping Semantic Segmentation with Regional Contrast | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation | Jun 11, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 |
| Leveraging Hidden Positives for Unsupervised Semantic Segmentation | Mar 27, 2023 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 |
