| NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation | May 25, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 |
| BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Dynamic Focus-aware Positional Queries for Semantic Segmentation | Apr 4, 2022 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| AugmenTory: A Fast and Flexible Polygon Augmentation Library | May 7, 2024 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| Dynamic Graph Message Passing Networks | Aug 19, 2019 | Image Classificationobject-detection | CodeCode Available | 1 |
| Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation | Jul 30, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation | Jan 1, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? | Mar 25, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition | Nov 25, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Dynamic Convolution for 3D Point Cloud Instance Segmentation | Jul 18, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 |
| Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing | Oct 19, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations | Jul 15, 2024 | AllImage Retrieval | CodeCode Available | 1 |
| Dynamic 3D Scene Analysis by Point Cloud Accumulation | Jul 25, 2022 | Autonomous VehiclesSemantic Segmentation | CodeCode Available | 1 |
| Dynamic Dictionary Learning for Remote Sensing Image Segmentation | Mar 9, 2025 | Dictionary LearningImage Segmentation | CodeCode Available | 1 |
| A Unified Framework for U-Net Design and Analysis | May 31, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion | Aug 10, 2019 | Instance SegmentationNuclear Segmentation | CodeCode Available | 1 |
| Cross-Domain Ensemble Distillation for Domain Generalization | Nov 25, 2022 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| DVIS++: Improved Decoupled Framework for Universal Video Segmentation | Dec 20, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation | May 24, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation | Jul 28, 2023 | Autonomous DrivingScene Understanding | CodeCode Available | 1 |
| OAM-TCD: A globally diverse dataset of high-resolution tree cover maps | Jul 16, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 |
