| Transformer-Based Visual Segmentation: A Survey | Apr 19, 2023 | Autonomous DrivingPoint Cloud Segmentation | CodeCode Available | 2 | 5 |
| TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation | Feb 8, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 2 | 5 |
| TwinLiteNetPlus: A Stronger Model for Real-time Drivable Area and Lane Segmentation | Mar 25, 2024 | Autonomous DrivingDrivable Area Detection | CodeCode Available | 2 | 5 |
| CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation | Oct 30, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 2 | 5 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization | May 16, 2022 | graph partitioningSegmentation | CodeCode Available | 2 | 5 |
| Asymmetric Non-local Neural Networks for Semantic Segmentation | Aug 21, 2019 | GPUSegmentation | CodeCode Available | 2 | 5 |
| A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future | Jul 18, 2023 | Knowledge Distillationobject-detection | CodeCode Available | 2 | 5 |
| Context-Aware Video Instance Segmentation | Jul 3, 2024 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms | Apr 28, 2022 | ArticlesSegmentation | CodeCode Available | 2 | 5 |
| Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation | Apr 12, 2023 | channel selectionFederated Learning | CodeCode Available | 2 | 5 |
| Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation | Apr 13, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 2 | 5 |
| Universal Segmentation at Arbitrary Granularity with Language Instruction | Dec 4, 2023 | Referring Expression SegmentationSegmentation | CodeCode Available | 2 | 5 |
| Unleashing Text-to-Image Diffusion Models for Visual Perception | Mar 3, 2023 | DenoisingDepth Estimation | CodeCode Available | 2 | 5 |
| Context Encoding for Semantic Segmentation | Mar 23, 2018 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| Unsupervised Universal Image Segmentation | Dec 28, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20^th century Urban Landscapes with Satellite Imageries | Jun 11, 2025 | SegmentationSelf-Supervised Learning | CodeCode Available | 2 | 5 |
| VICRegL: Self-Supervised Learning of Local Visual Features | Oct 4, 2022 | SegmentationSelf-Supervised Learning | CodeCode Available | 2 | 5 |
| Scalable Video Object Segmentation with Identification Mechanism | Mar 22, 2022 | ObjectSegmentation | CodeCode Available | 2 | 5 |
| COB-GS: Clear Object Boundaries in 3DGS Segmentation Based on Boundary-Adaptive Gaussian Splitting | Mar 25, 2025 | 3DGSObject | CodeCode Available | 2 | 5 |
| CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers | Mar 9, 2022 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 2 | 5 |
| CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers | Jul 5, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| OBSeg: Accurate and Fast Instance Segmentation Framework Using Segmentation Foundation Models with Oriented Bounding Box Prompts | Jan 16, 2024 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| Co-Occurrent Features in Semantic Segmentation | Jun 1, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery | Apr 3, 2025 | Field Boundary DelineationInstance Segmentation | CodeCode Available | 2 | 5 |
