| 1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track | Oct 23, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing | Oct 9, 2021 | Discourse ParsingDiscourse Segmentation | CodeCode Available | 1 | 5 |
| Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks | Mar 11, 2020 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 | 5 |
| DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation | Apr 4, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models | May 5, 2025 | Anomaly SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Mask-aware IoU for Anchor Assignment in Real-time Instance Segmentation | Oct 19, 2021 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 | 5 |
| CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation | Oct 11, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Mask-conditioned latent diffusion for generating gastrointestinal polyp images | Apr 11, 2023 | Image GenerationImage Segmentation | CodeCode Available | 1 | 5 |
| Amodal Segmentation Based on Visible Region Segmentation and Shape Prior | Dec 10, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Domain Adaptive Video Segmentation via Temporal Consistency Regularization | Jul 23, 2021 | SegmentationUnsupervised Domain Adaptation | CodeCode Available | 1 | 5 |
| Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss | Feb 3, 2021 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 | 5 |
| Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation | Sep 13, 2021 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study | Sep 5, 2022 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation | Jun 14, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Mask Grounding for Referring Image Segmentation | Dec 19, 2023 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 | 5 |
| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| DOMINO: Domain-aware Model Calibration in Medical Image Segmentation | Sep 13, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation | Apr 16, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| 3D Dental Model Segmentation with Geometrical Boundary Preserving | Mar 31, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| DoNet: Deep De-overlapping Network for Cytology Instance Segmentation | Mar 25, 2023 | Instance SegmentationRegion Proposal | CodeCode Available | 1 | 5 |
| Carotid artery wall segmentation in ultrasound image sequences using a deep convolutional neural network | Jan 28, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| MAS-SAM: Segment Any Marine Animal with Aggregated Features | Apr 24, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Cardiac MRI Segmentation with Strong Anatomical Guarantees | Jul 5, 2019 | Cardiac SegmentationMRI segmentation | CodeCode Available | 1 | 5 |
| Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? | Sep 12, 2024 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation | Jul 23, 2023 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Automatic segmentation with detection of local segmentation failures in cardiac MRI | Nov 13, 2020 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
| DropLoss for Long-Tail Instance Segmentation | Apr 13, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation | Apr 28, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DroTrack: High-speed Drone-based Object Tracking Under Uncertainty | May 2, 2020 | drone-based object trackingObject | CodeCode Available | 1 | 5 |
| DR-Unet104 for Multimodal MRI brain tumor segmentation | Nov 4, 2020 | 3D ArchitectureBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 | 5 |
| A Multi-Level Approach to Waste Object Segmentation | Jul 8, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| mc-BEiT: Multi-choice Discretization for Image BERT Pre-training | Mar 29, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects | Aug 16, 2021 | Medical Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation | Jul 27, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets | Jul 5, 2023 | Efficient ViTsImage Segmentation | CodeCode Available | 1 | 5 |
| Mean Shift Mask Transformer for Unseen Object Instance Segmentation | Nov 21, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement | Sep 6, 2021 | Image SegmentationLand Cover Classification | CodeCode Available | 1 | 5 |
| Dual-level Interaction for Domain Adaptive Semantic Segmentation | Jul 16, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy | Dec 7, 2022 | Cell SegmentationElectron Microscopy Image Segmentation | CodeCode Available | 1 | 5 |
| Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding | Feb 11, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| A One Stop 3D Target Reconstruction and multilevel Segmentation Method | Aug 14, 2023 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 1 | 5 |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation | Jul 14, 2022 | DecoderDomain Adaptation | CodeCode Available | 1 | 5 |
| Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation | Jul 18, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
