| SALT: Singular Value Adaptation with Low-Rank Transformation | Mar 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention | Mar 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight | Mar 19, 2025 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image Segmentation | Mar 18, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Scale Efficient Training for Large Datasets | Mar 17, 2025 | geo-localizationImage Retrieval | CodeCode Available | 1 |
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Mar 16, 2025 | 3D Semantic SegmentationData Augmentation | CodeCode Available | 1 |
| Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction | Mar 14, 2025 | Semantic SegmentationVideo Reconstruction | CodeCode Available | 1 |
| A Novel Decomposed Feature-Oriented Framework for Open-Set Semantic Segmentation on LiDAR Data | Mar 14, 2025 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation | Mar 11, 2025 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| SAS: Segment Any 3D Scene with Integrated 2D Priors | Mar 11, 2025 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding | Mar 10, 2025 | Instruction FollowingKeypoint Detection | CodeCode Available | 1 |
| Dynamic Dictionary Learning for Remote Sensing Image Segmentation | Mar 9, 2025 | Dictionary LearningImage Segmentation | CodeCode Available | 1 |
| MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation | Mar 9, 2025 | Multi-modal image segmentationSemantic Segmentation | CodeCode Available | 1 |
| Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior | Mar 8, 2025 | Dichotomous Image SegmentationImage Segmentation | CodeCode Available | 1 |
| WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining | Mar 6, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data | Mar 6, 2025 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Image-Based Relocalization and Alignment for Long-Term Monitoring of Dynamic Underwater Environments | Mar 6, 2025 | Image SegmentationManagement | CodeCode Available | 1 |
| Federated nnU-Net for Privacy-Preserving Medical Image Segmentation | Mar 4, 2025 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance | Mar 4, 2025 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation | Mar 3, 2025 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| Convex Hull-based Algebraic Constraint for Visual Quadric SLAM | Mar 3, 2025 | ObjectObject Reconstruction | CodeCode Available | 1 |
| IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis | Mar 2, 2025 | Image SegmentationImage-text matching | CodeCode Available | 1 |
| SegLocNet: Multimodal Localization Network for Autonomous Driving via Bird's-Eye-View Segmentation | Feb 27, 2025 | Autonomous DrivingBEV Segmentation | CodeCode Available | 1 |
| VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with AtrousLoRA | Feb 25, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation | Feb 23, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 |
