| Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization | May 16, 2022 | graph partitioningSegmentation | CodeCode Available | 2 |
| Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences | Apr 11, 2024 | AnatomySegmentation | CodeCode Available | 2 |
| Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery | Apr 3, 2025 | Field Boundary DelineationInstance Segmentation | CodeCode Available | 2 |
| DeepGCNs: Making GCNs Go as Deep as CNNs | Oct 15, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 2 |
| HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model | Mar 17, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery | Mar 18, 2024 | Instance SegmentationNeRF | CodeCode Available | 2 |
| HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation | Apr 27, 2022 | Domain AdaptationGPU | CodeCode Available | 2 |
| Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure | Sep 4, 2024 | Crack SegmentationDecoder | CodeCode Available | 2 |
| HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver | Jan 1, 2025 | Reasoning SegmentationSegmentation | CodeCode Available | 2 |
| Improving Semantic Segmentation via Video Propagation and Label Relaxation | Dec 4, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation | Aug 9, 2024 | Image to textObject | CodeCode Available | 2 |
| A Pilot Study for Chinese SQL Semantic Parsing | Sep 29, 2019 | Cross-Lingual Word EmbeddingsQuestion Answering | CodeCode Available | 2 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| Interactive4D: Interactive 4D LiDAR Segmentation | Oct 10, 2024 | Interactive SegmentationSegmentation | CodeCode Available | 2 |
| Delivering Arbitrary-Modal Semantic Segmentation | Mar 2, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union Learning | Oct 22, 2023 | Action RecognitionAction Segmentation | CodeCode Available | 2 |
| Label Efficient Visual Abstractions for Autonomous Driving | May 20, 2020 | Autonomous DrivingSegmentation | CodeCode Available | 2 |
| DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation | Jul 13, 2024 | DenoisingImage Segmentation | CodeCode Available | 2 |
| LaSagnA: Language-based Segmentation Assistant for Complex Queries | Apr 12, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation | Dec 18, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 2 |
| Learning-Based Defect Recognitions for Autonomous UAV Inspections | Feb 13, 2023 | Crack SegmentationSegmentation | CodeCode Available | 2 |
| LesionLocator: Zero-Shot Universal Tumor Segmentation and Tracking in 3D Whole-Body Imaging | Jan 1, 2025 | Lesion SegmentationSegmentation | CodeCode Available | 2 |
| Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation | Aug 27, 2024 | Camouflaged Object SegmentationCamouflaged Object Segmentation with a Single Task-generic Prompt | CodeCode Available | 2 |
| ASAM: Boosting Segment Anything Model with Adversarial Tuning | May 1, 2024 | Image Segmentationmodel | CodeCode Available | 2 |
| AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks | May 16, 2023 | 8kActive Learning | CodeCode Available | 2 |
