| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution | Sep 30, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning | Jul 2, 2024 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| LVOS: A Benchmark for Long-term Video Object Segmentation | Nov 18, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DeiT III: Revenge of the ViT | Apr 14, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 | 5 |
| Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning | May 12, 2021 | Landmark TrackingPose Tracking | CodeCode Available | 1 | 5 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Vector Quantized Bayesian Neural Network Inference for Data Streams | Jul 12, 2019 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion | Mar 20, 2020 | DecoderInfrared And Visible Image Fusion | CodeCode Available | 1 | 5 |
| Möbius Convolutions for Spherical CNNs | Jan 28, 2022 | DescriptiveImage Segmentation | CodeCode Available | 1 | 5 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Delving into Crispness: Guided Label Refinement for Crisp Edge Detection | Jun 27, 2023 | Edge DetectionImage Segmentation | CodeCode Available | 1 | 5 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 | 5 |
| Delving into Shape-aware Zero-shot Semantic Segmentation | Apr 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation | Dec 27, 2022 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery | Dec 29, 2022 | AnatomyData Augmentation | CodeCode Available | 1 | 5 |
| MoCaE: Mixture of Calibrated Experts Significantly Improves Object Detection | Sep 26, 2023 | Instance SegmentationMixture-of-Experts | CodeCode Available | 1 | 5 |
| M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis | Jan 1, 2023 | ArticlesDocument Layout Analysis | CodeCode Available | 1 | 5 |
| BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds | Oct 26, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| On the Connection between Local Attention and Dynamic Depth-wise Convolution | Jun 8, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation | Jan 18, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation | Feb 19, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation | Jul 21, 2021 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 | 5 |
| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Mar 30, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation | Jul 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Make One-Shot Video Object Segmentation Efficient Again | Dec 3, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Making a Case for 3D Convolutions for Object Segmentation in Videos | Aug 26, 2020 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation | Nov 3, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing | Jul 18, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 | 5 |
| DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement | Mar 27, 2025 | Image Segmentationmodel | CodeCode Available | 1 | 5 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| The Edge of Depth: Explicit Constraints between Segmentation and Depth | Apr 1, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 | 5 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 | 5 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance Segmentation | CodeCode Available | 1 | 5 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MobileViG: Graph-Based Sparse Attention for Mobile Vision Applications | Jul 1, 2023 | Graph Attentionimage-classification | CodeCode Available | 1 | 5 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 | 5 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 | 5 |
| Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation | Mar 15, 2021 | Cardiac SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| Manifold Alignment for Semantically Aligned Style Transfer | May 21, 2020 | Semantic SegmentationStyle Transfer | CodeCode Available | 1 | 5 |
| Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation | May 28, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
