| PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation | Apr 15, 2025 | Foreground SegmentationImage Segmentation | CodeCode Available | 1 |
| FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation | Apr 14, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| SN-LiDAR: Semantic Neural Fields for Novel Space-time View LiDAR Synthesis | Apr 11, 2025 | Autonomous DrivingNovel View Synthesis | CodeCode Available | 1 |
| Wheat3DGS: In-field 3D Reconstruction, Instance Segmentation and Phenotyping of Wheat Heads with Gaussian Splatting | Apr 9, 2025 | 3DGS3D Instance Segmentation | CodeCode Available | 1 |
| HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling | Apr 8, 2025 | DecoderGPU | CodeCode Available | 1 |
| Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation | Apr 3, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline Results | Apr 3, 2025 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| v-CLR: View-Consistent Learning for Open-World Instance Segmentation | Apr 2, 2025 | Instance SegmentationObject | CodeCode Available | 1 |
| STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation | Apr 2, 2025 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and Classification | Apr 1, 2025 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation | Apr 1, 2025 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Spectral-Adaptive Modulation Networks for Visual Perception | Mar 31, 2025 | object-detectionObject Detection | CodeCode Available | 1 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes | Mar 28, 2025 | Audio TaggingSemantic Segmentation | CodeCode Available | 1 |
| DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement | Mar 27, 2025 | Image Segmentationmodel | CodeCode Available | 1 |
| Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation | Mar 27, 2025 | Domain AdaptationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Exploiting Temporal State Space Sharing for Video Semantic Segmentation | Mar 26, 2025 | MambaSemantic Segmentation | CodeCode Available | 1 |
| ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation | Mar 25, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs | Mar 25, 2025 | BenchmarkingScene Segmentation | CodeCode Available | 1 |
| LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation | Mar 25, 2025 | cross-modal alignmentOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| CamSAM2: Segment Anything Accurately in Camouflaged Videos | Mar 25, 2025 | Camouflaged Object SegmentationObject | CodeCode Available | 1 |
| Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness | Mar 24, 2025 | BenchmarkingSemantic Segmentation | CodeCode Available | 1 |
| PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation | Mar 23, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving | Mar 22, 2025 | Autonomous DrivingRepresentation Learning | CodeCode Available | 1 |
| Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation | Mar 21, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 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 |
