| BadDepth: Backdoor Attacks Against Monocular Depth Estimation in the Physical World | May 22, 2025 | Autonomous DrivingBackdoor Attack | —Unverified | 0 |
| Detailed Evaluation of Modern Machine Learning Approaches for Optic Plastics Sorting | May 22, 2025 | Instance SegmentationObject Recognition | —Unverified | 0 |
| Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation | May 22, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Style Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation | May 22, 2025 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Sketchy Bounding-box Supervision for 3D Instance Segmentation | May 22, 2025 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Auto-nnU-Net: Towards Automated Medical Image Segmentation | May 22, 2025 | AutoMLComputational Efficiency | CodeCode Available | 0 |
| TextureSAM: Towards a Texture Aware Foundation Model for Segmentation | May 22, 2025 | Material ClassificationObject | —Unverified | 0 |
| Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation | May 22, 2025 | Data AugmentationImage Segmentation | —Unverified | 0 |
| Deep mineralogical segmentation of thin section images based on QEMSCAN maps | May 22, 2025 | Image RegistrationSemantic Segmentation | CodeCode Available | 0 |
| RE-TRIP : Reflectivity Instance Augmented Triangle Descriptor for 3D Place Recognition | May 22, 2025 | 3D Place RecognitionInstance Segmentation | CodeCode Available | 1 |
| TAGS: 3D Tumor-Adaptive Guidance for SAM | May 21, 2025 | AnatomyImage Segmentation | —Unverified | 0 |
| P3Net: Progressive and Periodic Perturbation for Semi-Supervised Medical Image Segmentation | May 21, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Spectral-Aware Global Fusion for RGB-Thermal Semantic Segmentation | May 21, 2025 | Autonomous DrivingSemantic Segmentation | —Unverified | 0 |
| gen2seg: Generative Models Enable Generalizable Instance Segmentation | May 21, 2025 | DecoderInstance Segmentation | —Unverified | 0 |
| SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning | May 21, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| Zero-Shot Gaze-based Volumetric Medical Image Segmentation | May 21, 2025 | Image SegmentationInteractive Segmentation | —Unverified | 0 |
| seg_3D_by_PC2D: Multi-View Projection for Domain Generalization and Adaptation in 3D Semantic Segmentation | May 21, 2025 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 0 |
| UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark Dataset | May 21, 2025 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation | May 21, 2025 | SegmentationSemantic Segmentation | —Unverified | 0 |
| VP Lab: a PEFT-Enabled Visual Prompting Laboratory for Semantic Segmentation | May 21, 2025 | parameter-efficient fine-tuningSemantic Segmentation | —Unverified | 0 |
| Scan, Materialize, Simulate: A Generalizable Framework for Physically Grounded Robot Planning | May 20, 2025 | Semantic Segmentation | —Unverified | 0 |
| TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation | May 20, 2025 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology Extraction | May 20, 2025 | Semantic SegmentationTransfer Learning | CodeCode Available | 0 |
| Scaling Vision Mamba Across Resolutions via Fractal Traversal | May 20, 2025 | Change Detectionimage-classification | —Unverified | 0 |
| ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains | May 20, 2025 | Online ClusteringSemantic Segmentation | —Unverified | 0 |
