| Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis | Aug 6, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation | Aug 1, 2024 | 3D Semantic SegmentationDomain Generalization | CodeCode Available | 1 |
| WAS: Dataset and Methods for Artistic Text Segmentation | Jul 31, 2024 | DecoderDiversity | CodeCode Available | 1 |
| 3D-GRES: Generalized 3D Referring Expression Segmentation | Jul 30, 2024 | ObjectReferring Expression | CodeCode Available | 1 |
| Yucca: A Deep Learning Framework For Medical Image Analysis | Jul 29, 2024 | Deep LearningHippocampus | CodeCode Available | 1 |
| DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability | Jul 25, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| Unsupervised Training of Neural Cellular Automata on Edge Devices | Jul 25, 2024 | Segmentation | CodeCode Available | 1 |
| LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels | Jul 25, 2024 | Cell SegmentationDecoder | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation | Jul 24, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| EffiSegNet: Gastrointestinal Polyp Segmentation through a Pre-Trained EfficientNet-based Network with a Simplified Decoder | Jul 23, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Mamba meets crack segmentation | Jul 22, 2024 | Crack SegmentationMamba | CodeCode Available | 1 |
| Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures | Jul 20, 2024 | DecoderSegmentation | CodeCode Available | 1 |
| MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis | Jul 18, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| ViLLa: Video Reasoning Segmentation with Large Language Model | Jul 18, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy | Jul 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation | Jul 17, 2024 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 |
| Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation | Jul 17, 2024 | ClusteringNovel Class Discovery | CodeCode Available | 1 |
| Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection | Jul 17, 2024 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
| SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge | Jul 16, 2024 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic Segmentation | Jul 16, 2024 | Decoderglobal-optimization | CodeCode Available | 1 |
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | Jul 16, 2024 | Class Incremental LearningClass-Incremental Semantic Segmentation | CodeCode Available | 1 |
