| A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting | Jan 18, 2024 | Instance SegmentationInteractive Segmentation | CodeCode Available | 2 |
| Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation Masks | Jul 18, 2024 | Autonomous DrivingBEV 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 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| Mask-Free Video Instance Segmentation | Mar 28, 2023 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 2 |
| MaSS13K: A Matting-level Semantic Segmentation Benchmark | Mar 24, 2025 | 4kImage Matting | CodeCode Available | 2 |
| Scalable Video Object Segmentation with Identification Mechanism | Mar 22, 2022 | ObjectSegmentation | CodeCode Available | 2 |
| MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention | Dec 14, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization | May 16, 2022 | graph partitioningSegmentation | CodeCode Available | 2 |
| DiffusionInst: Diffusion Model for Instance Segmentation | Dec 6, 2022 | DenoisingInstance Segmentation | 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 |
| A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future | Jul 18, 2023 | Knowledge Distillationobject-detection | CodeCode Available | 2 |
| DDP: Diffusion Model for Dense Visual Prediction | Mar 30, 2023 | DenoisingDepth Estimation | CodeCode Available | 2 |
| Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation | Jan 9, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 |
| MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation | Jan 1, 2024 | SegmentationVideo Segmentation | CodeCode Available | 2 |
| MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning | May 14, 2025 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 |
| Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery | Mar 18, 2024 | Instance SegmentationNeRF | CodeCode Available | 2 |
| MRFS: Mutually Reinforcing Image Fusion and Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| MRSegmentator: Multi-Modality Segmentation of 40 Classes in MRI and CT | May 10, 2024 | Model OptimizationOrgan Segmentation | CodeCode Available | 2 |
| DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models | Aug 11, 2023 | Dataset GenerationDecoder | CodeCode Available | 2 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 |
| Audio-Visual Segmentation | Jul 11, 2022 | Segmentation | CodeCode Available | 2 |
| Multi-Domain Data Aggregation for Axon and Myelin Segmentation in Histology Images | Sep 17, 2024 | Segmentation | CodeCode Available | 2 |
| Cross-Image Relational Knowledge Distillation for Semantic Segmentation | Apr 14, 2022 | Knowledge DistillationSegmentation | CodeCode Available | 2 |
