| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 | 5 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 | 5 |
| Mask-Free Video Instance Segmentation | Mar 28, 2023 | Instance SegmentationOptical Flow Estimation | CodeCode Available | 2 | 5 |
| MaSS13K: A Matting-level Semantic Segmentation Benchmark | Mar 24, 2025 | 4kImage Matting | CodeCode Available | 2 | 5 |
| DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion | Mar 9, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation | Mar 29, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 2 | 5 |
| Medical Image Segmentation with Domain Adaptation: A Survey | Nov 3, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 2 | 5 |
| DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks | Sep 10, 2024 | Contrastive LearningImage Reconstruction | CodeCode Available | 2 | 5 |
| Delivering Arbitrary-Modal Semantic Segmentation | Mar 2, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation | Jul 13, 2024 | DenoisingImage Segmentation | CodeCode Available | 2 | 5 |
| MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation | Jan 1, 2024 | SegmentationVideo Segmentation | CodeCode Available | 2 | 5 |
| MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning | May 14, 2025 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 | 5 |
| MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training | Aug 3, 2022 | Instance SegmentationSegmentation | CodeCode Available | 2 | 5 |
| MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset | Jun 29, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Diversified and Personalized Multi-rater Medical Image Segmentation | Mar 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation | Mar 29, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks | May 16, 2023 | 8kActive Learning | CodeCode Available | 2 | 5 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 | 5 |
| Multimodal Information Interaction for Medical Image Segmentation | Apr 25, 2024 | Heart SegmentationImage Segmentation | CodeCode Available | 2 | 5 |
| Multi-Space Alignments Towards Universal LiDAR Segmentation | May 2, 2024 | Autonomous DrivingDiversity | CodeCode Available | 2 | 5 |
| Deep learning-driven pulmonary artery and vein segmentation reveals demography-associated vasculature anatomical differences | Apr 11, 2024 | AnatomySegmentation | CodeCode Available | 2 | 5 |
| nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance | Sep 29, 2023 | Few-Shot LearningHeart Segmentation | CodeCode Available | 2 | 5 |
| DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images | May 18, 2023 | Active LearningDiagnostic | CodeCode Available | 2 | 5 |
| Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation | Jan 9, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 | 5 |
| 1st Place Solution for PSG competition with ECCV'22 SenseHuman Workshop | Feb 6, 2023 | Multi-class ClassificationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation | Feb 13, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| DeepGCNs: Making GCNs Go as Deep as CNNs | Oct 15, 2019 | 3D Point Cloud Classification3D Semantic 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 |
| OneFormer3D: One Transformer for Unified Point Cloud Segmentation | Nov 24, 2023 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 2 | 5 |
| Customized Segment Anything Model for Medical Image Segmentation | Apr 26, 2023 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos | Sep 29, 2024 | AllImage Segmentation | CodeCode Available | 2 | 5 |
| Aligning and Prompting Everything All at Once for Universal Visual Perception | Dec 4, 2023 | AllObject | CodeCode Available | 2 | 5 |
| CSAD: Unsupervised Component Segmentation for Logical Anomaly Detection | Aug 28, 2024 | Anomaly DetectionSegmentation | CodeCode Available | 2 | 5 |
| DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models | Aug 11, 2023 | Dataset GenerationDecoder | CodeCode Available | 2 | 5 |
| Cross-Image Relational Knowledge Distillation for Semantic Segmentation | Apr 14, 2022 | Knowledge DistillationSegmentation | CodeCode Available | 2 | 5 |
| A Pilot Study for Chinese SQL Semantic Parsing | Sep 29, 2019 | Cross-Lingual Word EmbeddingsQuestion Answering | CodeCode Available | 2 | 5 |
| PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation | Jan 23, 2024 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| Patchwork++: Fast and Robust Ground Segmentation Solving Partial Under-Segmentation Using 3D Point Cloud | Jul 25, 2022 | Object RecognitionSegmentation | CodeCode Available | 2 | 5 |
| Benchmarking the Robustness of LiDAR Semantic Segmentation Models | Jan 3, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 2 | 5 |
| PEM: Prototype-based Efficient MaskFormer for Image Segmentation | Feb 29, 2024 | Image SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
| Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images | Mar 21, 2025 | Image SegmentationMamba | CodeCode Available | 2 | 5 |
| DDP: Diffusion Model for Dense Visual Prediction | Mar 30, 2023 | DenoisingDepth Estimation | CodeCode Available | 2 | 5 |
| PixelLM: Pixel Reasoning with Large Multimodal Model | Dec 4, 2023 | Decodermodel | CodeCode Available | 2 | 5 |
| Pixel-Wise Recognition for Holistic Surgical Scene Understanding | Jan 20, 2024 | Scene UnderstandingSegmentation | CodeCode Available | 2 | 5 |
| PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation | Jan 15, 2024 | Image SegmentationMedical Image 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 |
| BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation | Mar 18, 2024 | Decision MakingScene Segmentation | CodeCode Available | 2 | 5 |
| PosSAM: Panoptic Open-vocabulary Segment Anything | Mar 14, 2024 | DecoderOpen Vocabulary Panoptic Segmentation | CodeCode Available | 2 | 5 |
| Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset | Jun 10, 2024 | Instance SegmentationSalient Object Detection | CodeCode Available | 2 | 5 |
| Context-Aware Video Instance Segmentation | Jul 3, 2024 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 2 | 5 |
