| Universal Domain Adaptation for Semantic Segmentation | Jan 1, 2025 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation | Jan 1, 2025 | Contrastive LearningImage Segmentation | —Unverified | 0 |
| beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation | Jan 1, 2025 | DiversityImage Segmentation | —Unverified | 0 |
| Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity | Jan 1, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| VidSeg: Training-free Video Semantic Segmentation based on Diffusion Models | Jan 1, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning | Jan 1, 2025 | Domain Generalizationparameter-efficient fine-tuning | —Unverified | 0 |
| Star with Bilinear Mapping | Jan 1, 2025 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Efficient Decoupled Feature 3D Gaussian Splatting via Hierarchical Compression | Jan 1, 2025 | 3DGSQuantization | —Unverified | 0 |
| PolarNeXt: Rethink Instance Segmentation with Polar Representation | Jan 1, 2025 | Instance SegmentationSegmentation | —Unverified | 0 |
| Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline | Jan 1, 2025 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| DefMamba: Deformable Visual State Space Model | Jan 1, 2025 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Towards Continual Universal Segmentation | Jan 1, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark | Jan 1, 2025 | BenchmarkingImage Segmentation | CodeCode Available | 2 |
| CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation | Jan 1, 2025 | Knowledge DistillationSemantic Segmentation | —Unverified | 0 |
| Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSP | Jan 1, 2025 | Activity RecognitionChange Point Detection | CodeCode Available | 0 |
| FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Scale-wise Bidirectional Alignment Network for Referring Remote Sensing Image Segmentation | Jan 1, 2025 | feature selectionImage Segmentation | —Unverified | 0 |
| H-Net: A Multitask Architecture for Simultaneous 3D Force Estimation and Stereo Semantic Segmentation in Intracardiac Catheters | Dec 31, 2024 | SegmentationSemantic Segmentation | —Unverified | 0 |
| PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAM | Dec 31, 2024 | 3D Instance Segmentation3D Reconstruction | CodeCode Available | 0 |
| Gaussian Building Mesh (GBM): Extract a Building's 3D Mesh with Google Earth and Gaussian Splatting | Dec 31, 2024 | Image Segmentationobject-detection | —Unverified | 0 |
| A Novel Shape Guided Transformer Network for Instance Segmentation in Remote Sensing Images | Dec 31, 2024 | Instance SegmentationSegmentation | —Unverified | 0 |
| OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies | Dec 31, 2024 | 3DGS3D Semantic Segmentation | CodeCode Available | 0 |
| Residual Connection Networks in Medical Image Processing: Exploration of ResUnet++ Model Driven by Human Computer Interaction | Dec 30, 2024 | DiagnosticImage Segmentation | —Unverified | 0 |
| Solar Filaments Detection using Active Contours Without Edges | Dec 30, 2024 | Image SegmentationObject | —Unverified | 0 |
| Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation | Dec 30, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
