| SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI | Jan 17, 2024 | Data AugmentationImage 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 |
| Improving the Detection of Small Oriented Objects in Aerial Images | Jan 12, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Graph Relation Distillation for Efficient Biomedical Instance Segmentation | Jan 12, 2024 | Instance SegmentationKnowledge Distillation | 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 |
| 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 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball | Jan 1, 2024 | Image SegmentationSegmentation | 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 |
| Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training | Jan 1, 2024 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness | Jan 1, 2024 | Contrastive LearningImage Segmentation | 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 |
| Class Tokens Infusion for Weakly Supervised Semantic Segmentation | Jan 1, 2024 | Semantic SegmentationWeakly supervised Semantic 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 |
| RankMatch: Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation | Jan 1, 2024 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle | Jan 1, 2024 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| Tracking with Human-Intent Reasoning | Dec 29, 2023 | Language ModellingObject | CodeCode Available | 1 |
| Amodal Ground Truth and Completion in the Wild | Dec 28, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Weed mapping in multispectral drone imagery using lightweight vision transformers | Dec 28, 2023 | ManagementSemantic Segmentation | CodeCode Available | 1 |
| Learning Multi-axis Representation in Frequency Domain for Medical Image Segmentation | Dec 28, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semantic-aware SAM for Point-Prompted Instance Segmentation | Dec 26, 2023 | Instance SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation | Dec 24, 2023 | 3D Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural Environments | Dec 23, 2023 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Harnessing Diffusion Models for Visual Perception with Meta Prompts | Dec 22, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation | Dec 22, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture with Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation | Dec 22, 2023 | DecoderDiagnostic | CodeCode Available | 1 |
| Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation | Dec 21, 2023 | Edge DetectionFeature Engineering | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation for Driving Scenes | Dec 21, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection | Dec 21, 2023 | Anomaly DetectionSegmentation | CodeCode Available | 1 |
| TagAlign: Improving Vision-Language Alignment with Multi-Tag Classification | Dec 21, 2023 | AttributeOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training | Dec 20, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 |
| Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic Segmentation | Dec 20, 2023 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise | Dec 20, 2023 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Cached Transformers: Improving Transformers with Differentiable Memory Cache | Dec 20, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| DVIS++: Improved Decoupled Framework for Universal Video Segmentation | Dec 20, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Mask Grounding for Referring Image Segmentation | Dec 19, 2023 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark | Dec 19, 2023 | AnatomyInstance Segmentation | CodeCode Available | 1 |
| SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interaction | Dec 19, 2023 | Cell DetectionInstance Segmentation | CodeCode Available | 1 |
| Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation | Dec 19, 2023 | ARCImage Segmentation | CodeCode Available | 1 |
| MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept | Dec 19, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 |
