| 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 |
