| Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction | Jun 8, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation | Jun 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion | Jun 7, 2023 | ClusteringInstance Segmentation | CodeCode Available | 1 |
| PhenoBench -- A Large Dataset and Benchmarks for Semantic Image Interpretation in the Agricultural Domain | Jun 7, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation | Jun 7, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation | Jun 6, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Towards Label-free Scene Understanding by Vision Foundation Models | Jun 6, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling | Jun 6, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 |
| Instructive Feature Enhancement for Dichotomous Medical Image Segmentation | Jun 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation | Jun 6, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Asymmetric Patch Sampling for Contrastive Learning | Jun 5, 2023 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| 3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW | Jun 4, 2023 | PositionSegmentation | CodeCode Available | 1 |
| Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation | Jun 4, 2023 | Image SegmentationIncremental Learning | CodeCode Available | 1 |
| Balancing Logit Variation for Long-tailed Semantic Segmentation | Jun 3, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers | Jun 3, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning | Jun 2, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach | Jun 2, 2023 | Lesion DetectionSemantic Segmentation | CodeCode Available | 1 |
| Towards In-context Scene Understanding | Jun 2, 2023 | Depth EstimationIn-Context Learning | CodeCode Available | 1 |
| Robust T-Loss for Medical Image Segmentation | Jun 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Geo-Tiles for Semantic Segmentation of Earth Observation Imagery | Jun 1, 2023 | Data AugmentationEarth Observation | CodeCode Available | 1 |
| S^2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation | Jun 1, 2023 | Ensemble LearningImage Segmentation | CodeCode Available | 1 |
