| Trapped in texture bias? A large scale comparison of deep instance segmentation | Jan 17, 2024 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| ValUES: A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation | Jan 16, 2024 | Active LearningSemantic Segmentation | 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 |
| Graph Relation Distillation for Efficient Biomedical Instance Segmentation | Jan 12, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Improving the Detection of Small Oriented Objects in Aerial Images | Jan 12, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model | Jan 11, 2024 | Image SegmentationPrompt Engineering | CodeCode Available | 1 |
| Generic Knowledge Boosted Pre-training For Remote Sensing Images | Jan 9, 2024 | Change DetectionDeep Learning | CodeCode Available | 1 |
| Fully Attentional Networks with Self-emerging Token Labeling | Jan 8, 2024 | Semantic 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 |
| Context-Aware Interaction Network for RGB-T Semantic Segmentation | Jan 3, 2024 | Autonomous DrivingSemantic 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 |
| DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation | Jan 2, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Off-Road LiDAR Intensity Based Semantic Segmentation | Jan 2, 2024 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 1 |
| DIOD: Self-Distillation Meets Object Discovery | Jan 1, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation | Jan 1, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| Class Tokens Infusion for Weakly Supervised Semantic Segmentation | Jan 1, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness | Jan 1, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle | Jan 1, 2024 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| 1st Place Solution for 5th LSVOS Challenge: Referring Video Object Segmentation | Jan 1, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| Training Vision Transformers for Semi-Supervised Semantic Segmentation | Jan 1, 2024 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training | Jan 1, 2024 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation | Jan 1, 2024 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball | Jan 1, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
