| MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation | Aug 15, 2024 | Image SegmentationMamba | CodeCode Available | 1 |
| Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation | Aug 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation | Aug 14, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation | Aug 12, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection | Aug 10, 2024 | DiagnosticSemantic Segmentation | CodeCode Available | 1 |
| GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data | Aug 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation | Aug 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification | Aug 3, 2024 | Cell DetectionCell Segmentation | CodeCode Available | 1 |
| AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation | Aug 1, 2024 | 3D Semantic SegmentationDomain Generalization | CodeCode Available | 1 |
| Small Object Few-shot Segmentation for Vision-based Industrial Inspection | Jul 31, 2024 | Anomaly DetectionFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| 3D-GRES: Generalized 3D Referring Expression Segmentation | Jul 30, 2024 | ObjectReferring Expression | CodeCode Available | 1 |
| Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection With Sky-Annotated Dataset | Jul 29, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets | Jul 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| StreamMOS: Streaming Moving Object Segmentation with Multi-View Perception and Dual-Span Memory | Jul 25, 2024 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels | Jul 25, 2024 | Cell SegmentationDecoder | CodeCode Available | 1 |
| Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation | Jul 24, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder | Jul 23, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Learning at a Glance: Towards Interpretable Data-limited Continual Semantic Segmentation via Semantic-Invariance Modelling | Jul 22, 2024 | Continual Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| MSSPlace: Multi-Sensor Place Recognition with Visual and Text Semantics | Jul 22, 2024 | Autonomous VehiclesNavigate | CodeCode Available | 1 |
| PASSION: Towards Effective Incomplete Multi-Modal Medical Image Segmentation with Imbalanced Missing Rates | Jul 20, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation | Jul 19, 2024 | Class-Incremental Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
