| ParaTransCNN: Parallelized TransCNN Encoder for Medical Image Segmentation | Jan 27, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs | Jan 25, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Tissue Cross-Section and Pen Marking Segmentation in Whole Slide Images | Jan 24, 2024 | Segmentationwhole slide images | CodeCode Available | 1 |
| CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention | Jan 23, 2024 | Computational EfficiencyComputed Tomography (CT) | CodeCode Available | 1 |
| SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation | Jan 22, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation | Jan 22, 2024 | ObjectPrompt Learning | CodeCode Available | 1 |
| Exploring Simple Open-Vocabulary Semantic Segmentation | Jan 22, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models | Jan 20, 2024 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 |
| SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI | Jan 17, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| SAMF: Small-Area-Aware Multi-focus Image Fusion for Object Detection | Jan 16, 2024 | Multi Focus Image Fusionobject-detection | CodeCode Available | 1 |
| BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels | Jan 15, 2024 | Multiple Instance LearningSegmentation | CodeCode Available | 1 |
| UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World Understanding | Jan 12, 2024 | Open Vocabulary Panoptic SegmentationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| MapAI: Precision in Building Segmentation | Jan 9, 2024 | Segmentation | CodeCode Available | 1 |
| Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation | Jan 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation | Jan 4, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| S3Net: Innovating Stereo Matching and Semantic Segmentation with a Single-Branch Semantic Stereo Network in Satellite Epipolar Imagery | Jan 3, 2024 | 3D ReconstructionDisparity Estimation | CodeCode Available | 1 |
| Off-Road LiDAR Intensity Based Semantic Segmentation | Jan 2, 2024 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos | Jan 1, 2024 | Action SegmentationSegmentation | CodeCode Available | 1 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball | Jan 1, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| LASO: Language-guided Affordance Segmentation on 3D Object | Jan 1, 2024 | ObjectSegmentation | CodeCode Available | 1 |
| 1st Place Solution for 5th LSVOS Challenge: Referring Video Object Segmentation | Jan 1, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation | Jan 1, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation | Jan 1, 2024 | ObjectRetrieval | CodeCode Available | 1 |
