| UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters | Oct 8, 2024 | Graph Neural NetworkImage Segmentation | CodeCode Available | 1 |
| DB-SAM: Delving into High Quality Universal Medical Image Segmentation | Oct 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation | Oct 3, 2024 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 |
| Med-TTT: Vision Test-Time Training model for Medical Image Segmentation | Oct 3, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting | Oct 1, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| ASQuery: A Query-based Model for Action Segmentation | Sep 30, 2024 | Action SegmentationDecoder | CodeCode Available | 1 |
| IRFusionFormer: Enhancing Pavement Crack Segmentation with RGB-T Fusion and Topological-Based Loss | Sep 30, 2024 | Crack SegmentationSegmentation | CodeCode Available | 1 |
| SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation | Sep 25, 2024 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| VascX Models: Model Ensembles for Retinal Vascular Analysis from Color Fundus Images | Sep 24, 2024 | Artery/Veins Retinal Vessel SegmentationRetinal Vessel Segmentation | CodeCode Available | 1 |
| The BRAVO Semantic Segmentation Challenge Results in UNCV2024 | Sep 23, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation | Sep 22, 2024 | MambaSegmentation | CodeCode Available | 1 |
| GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation | Sep 21, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model | Sep 20, 2024 | Image CaptioningPanoptic Segmentation | CodeCode Available | 1 |
| Multiscale Encoder and Omni-Dimensional Dynamic Convolution Enrichment in nnU-Net for Brain Tumor Segmentation | Sep 20, 2024 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation | Sep 19, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation | Sep 17, 2024 | Cell SegmentationImage Segmentation | CodeCode Available | 1 |
| HS3-Bench: A Benchmark and Strong Baseline for Hyperspectral Semantic Segmentation in Driving Scenarios | Sep 17, 2024 | Autonomous DrivingHyperspectral Image Segmentation | CodeCode Available | 1 |
| Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark | Sep 17, 2024 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping | Sep 17, 2024 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| SAM-OCTA2: Layer Sequence OCTA Segmentation with Fine-tuned Segment Anything Model 2 | Sep 14, 2024 | Segmentation | CodeCode Available | 1 |
| Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? | Sep 12, 2024 | DecoderDomain Generalization | CodeCode Available | 1 |
| Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning | Sep 11, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 1 |
| Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts | Sep 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Likelihood Ratio-Based Approach to Segmenting Unknown Objects | Sep 10, 2024 | Segmentation | CodeCode Available | 1 |
