| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 | 5 |
| In-N-Out Generative Learning for Dense Unsupervised Video Segmentation | Mar 29, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Algorithm-hardware Co-design for Deformable Convolution | Feb 19, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Local Patch Network with Global Attention for Infrared Small Target Detection | Aug 13, 2021 | Deep LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 | 5 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting | Dec 14, 2024 | 3D ReconstructionSegmentation | CodeCode Available | 1 | 5 |
| Make One-Shot Video Object Segmentation Efficient Again | Dec 3, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| 1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation | Jun 11, 2024 | Referring Video Object SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation | May 31, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 | 5 |
| Instance Adaptive Self-Training for Unsupervised Domain Adaptation | Aug 27, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Instance As Identity: A Generic Online Paradigm for Video Instance Segmentation | Aug 5, 2022 | Instance SegmentationSemantic 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 |
| MagicBathyNet: A Multimodal Remote Sensing Dataset for Bathymetry Prediction and Pixel-based Classification in Shallow Waters | May 24, 2024 | Bathymetry prediction | CodeCode Available | 1 | 5 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Instance Segmentation and Teeth Classification in Panoramic X-rays | Jun 6, 2024 | Instance Segmentationobject-detection | 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 |
| InstanceFormer: An Online Video Instance Segmentation Framework | Aug 22, 2022 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention | Oct 11, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception | Apr 15, 2025 | Data AugmentationDenoising | CodeCode Available | 1 | 5 |
| ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation | Jul 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Instance Segmentation for Autonomous Log Grasping in Forestry Operations | Mar 3, 2022 | Inductive BiasInstance 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 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 | 5 |
| BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models | Dec 7, 2021 | Image SegmentationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks | Aug 17, 2021 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | 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 |
| Instance Segmentation of Dense and Overlapping Objects via Layering | Oct 7, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| InstantDL-An easy-to-use deep learning pipeline for image segmentation and classification | Mar 2, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Scan2LoD3: Reconstructing semantic 3D building models at LoD3 using ray casting and Bayesian networks | May 10, 2023 | 3D ReconstructionAutonomous Driving | 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 |
| MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Jul 26, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Decoupled Dynamic Filter Networks | Apr 29, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Decoupled Local Aggregation for Point Cloud Learning | Aug 31, 2023 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 | 5 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 | 5 |
| M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation | Jun 15, 2025 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder | Jun 28, 2025 | Image SegmentationLarge Language Model | CodeCode Available | 1 | 5 |
| Inter-slice Context Residual Learning for 3D Medical Image Segmentation | Nov 28, 2020 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Integrative Analysis for COVID-19 Patient Outcome Prediction | Jul 20, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks | Sep 23, 2024 | ARCComputational Efficiency | CodeCode Available | 1 | 5 |
| DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation | Jul 20, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| SCPNet: Semantic Scene Completion on Point Cloud | Mar 13, 2023 | 3D Semantic Scene CompletionKnowledge Distillation | CodeCode Available | 1 | 5 |
| M^4oE: A Foundation Model for Medical Multimodal Image Segmentation with Mixture of Experts | May 15, 2024 | Image SegmentationMixture-of-Experts | CodeCode Available | 1 | 5 |
| MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation | Feb 19, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
