| APSeg: Auto-Prompt Model with Acquired and Injected Knowledge for Nuclear Instance Segmentation and Classification | Apr 3, 2025 | ClassificationInstance Segmentation | —Unverified | 0 |
| Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms | Apr 2, 2025 | BenchmarkingSemantic Segmentation | —Unverified | 0 |
| Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates | Apr 2, 2025 | Computational EfficiencyImage Segmentation | —Unverified | 0 |
| Overlap-Aware Feature Learning for Robust Unsupervised Domain Adaptation for 3D Semantic Segmentation | Apr 2, 2025 | 3D Semantic SegmentationAdversarial Attack | —Unverified | 0 |
| STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation | Apr 2, 2025 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| Beyond Nearest Neighbor Interpolation in Data Augmentation | Apr 2, 2025 | Data AugmentationSemantic Segmentation | —Unverified | 0 |
| Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement | Apr 2, 2025 | Semantic Segmentation | —Unverified | 0 |
| Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology | Apr 2, 2025 | Data AugmentationInstance Segmentation | —Unverified | 0 |
| Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks | Apr 2, 2025 | Adversarial RobustnessDecoder | —Unverified | 0 |
| Scene-Centric Unsupervised Panoptic Segmentation | Apr 2, 2025 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 2 |
| Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-Training | Apr 2, 2025 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation | Apr 2, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions | Apr 2, 2025 | BenchmarkingSegmentation | —Unverified | 0 |
| v-CLR: View-Consistent Learning for Open-World Instance Segmentation | Apr 2, 2025 | Instance SegmentationObject | CodeCode Available | 1 |
| Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists | Apr 1, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation | Apr 1, 2025 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection | Apr 1, 2025 | Camouflaged Object Segmentationobject-detection | —Unverified | 0 |
| Zero-Shot 4D Lidar Panoptic Segmentation | Apr 1, 2025 | DiversityPanoptic Segmentation | —Unverified | 0 |
| Deconver: A Deconvolutional Network for Medical Image Segmentation | Apr 1, 2025 | Image RestorationImage Segmentation | CodeCode Available | 0 |
| 4th PVUW MeViS 3rd Place Report: Sa2VA | Apr 1, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification | Apr 1, 2025 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety | Apr 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| FSSUWNet: Mitigating the Fragility of Pre-trained Models with Feature Enhancement for Few-Shot Semantic Segmentation in Underwater Images | Apr 1, 2025 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 0 |
| CrossFormer: Cross-Segment Semantic Fusion for Document Segmentation | Mar 31, 2025 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation | Mar 31, 2025 | Image GenerationSemantic Segmentation | —Unverified | 0 |
