| LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation | Apr 7, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 2 |
| Efficient Video Object Segmentation via Modulated Cross-Attention Memory | Mar 26, 2024 | GPUObject | CodeCode Available | 2 |
| LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning | Apr 12, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 2 |
| FEC: Fast Euclidean Clustering for Point Cloud Segmentation | Aug 16, 2022 | ClusteringInstance Segmentation | CodeCode Available | 2 |
| FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis | Jun 3, 2024 | SegmentationTumor Segmentation | CodeCode Available | 2 |
| A fully automatic AI system for tooth and alveolar bone segmentation from cone-beam CT images | Apr 19, 2022 | Segmentation | CodeCode Available | 2 |
| Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation | Dec 5, 2024 | Image SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 2 |
| Masked-attention Mask Transformer for Universal Image Segmentation | Dec 2, 2021 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 2 |
| Masked Generative Distillation | May 3, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching | May 22, 2023 | AllFew-Shot Semantic Segmentation | CodeCode Available | 2 |
| 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation | Sep 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation | Sep 9, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Are Vision xLSTM Embedded UNet More Reliable in Medical 3D Image Segmentation? | Jun 24, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| ASAM: Boosting Segment Anything Model with Adversarial Tuning | May 1, 2024 | Image Segmentationmodel | CodeCode Available | 2 |
| Scalable Video Object Segmentation with Identification Mechanism | Mar 22, 2022 | ObjectSegmentation | CodeCode Available | 2 |
| EasyPortrait -- Face Parsing and Portrait Segmentation Dataset | Apr 26, 2023 | DiversityDomain Generalization | CodeCode Available | 2 |
| ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning | Mar 29, 2024 | Continual LearningContinual Panoptic Segmentation | CodeCode Available | 2 |
| Memorize What Matters: Emergent Scene Decomposition from Multitraverse | May 27, 2024 | 3D ReconstructionNeural Rendering | CodeCode Available | 2 |
| MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation | Jan 1, 2024 | SegmentationVideo Segmentation | CodeCode Available | 2 |
| MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions | Aug 16, 2023 | Motion Expressions Guided Video SegmentationObject | CodeCode Available | 2 |
| Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation | Jul 17, 2023 | SegmentationSpecificity | CodeCode Available | 2 |
| EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation | Mar 3, 2024 | ObjectRepresentation Learning | CodeCode Available | 2 |
| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | CodeCode Available | 2 |
| DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation | Mar 24, 2025 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 2 |
| DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model | Oct 22, 2024 | DecoderInstance Segmentation | CodeCode Available | 2 |
