| Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation | Sep 11, 2023 | Few-Shot LearningSegmentation | CodeCode Available | 1 |
| ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation | Sep 9, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 |
| SAM3D: Segment Anything Model in Volumetric Medical Images | Sep 7, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| MMSFormer: Multimodal Transformer for Material and Semantic Segmentation | Sep 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation | Sep 6, 2023 | DecoderImage Compression | CodeCode Available | 1 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Mask-Attention-Free Transformer for 3D Instance Segmentation | Sep 4, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation | Sep 4, 2023 | Histopathological SegmentationImage Segmentation | CodeCode Available | 1 |
| Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNN | Sep 4, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| Contrastive Grouping with Transformer for Referring Image Segmentation | Sep 2, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| dacl10k: Benchmark for Semantic Bridge Damage Segmentation | Sep 1, 2023 | DiversitySegmentation | CodeCode Available | 1 |
| Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning | Aug 31, 2023 | DecoderFew-Shot Learning | CodeCode Available | 1 |
| Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models | Aug 31, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Self-supervised Semantic Segmentation: Consistency over Transformation | Aug 31, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Coarse-to-Fine Amodal Segmentation with Shape Prior | Aug 31, 2023 | ObjectSegmentation | CodeCode Available | 1 |
| PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction | Aug 31, 2023 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 |
| Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection | Aug 31, 2023 | DecoderLesion Segmentation | CodeCode Available | 1 |
| Decoupled Local Aggregation for Point Cloud Learning | Aug 31, 2023 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
| A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models | Aug 30, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Learning to Upsample by Learning to Sample | Aug 29, 2023 | Depth EstimationFeature Upsampling | CodeCode Available | 1 |
| Complementing Onboard Sensors with Satellite Map: A New Perspective for HD Map Construction | Aug 29, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| Shatter and Gather: Learning Referring Image Segmentation with Text Supervision | Aug 29, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation | Aug 28, 2023 | Domain AdaptationPoint Cloud Completion | CodeCode Available | 1 |
| 1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation | Aug 28, 2023 | Autonomous DrivingDenoising | CodeCode Available | 1 |
| Referring Image Segmentation Using Text Supervision | Aug 28, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 |
| Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation | Aug 28, 2023 | Autonomous VehiclesBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Beyond One-to-One: Rethinking the Referring Image Segmentation | Aug 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation | Aug 26, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders | Aug 26, 2023 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network | Aug 25, 2023 | Cross-Domain Few-ShotSemantic Segmentation | CodeCode Available | 1 |
| Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation | Aug 25, 2023 | ObjectObject Tracking | CodeCode Available | 1 |
| Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers | Aug 25, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| ACC-UNet: A Completely Convolutional UNet model for the 2020s | Aug 25, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation | Aug 25, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 |
| Less is More: Towards Efficient Few-shot 3D Semantic Segmentation via Training-free Networks | Aug 24, 2023 | 3D Semantic SegmentationFew-shot 3D semantic segmentation | CodeCode Available | 1 |
| SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets | Aug 23, 2023 | Autonomous NavigationPseudo Label | CodeCode Available | 1 |
| SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation | Aug 23, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 1 |
| Understanding Dark Scenes by Contrasting Multi-Modal Observations | Aug 23, 2023 | Contrastive LearningScene Understanding | CodeCode Available | 1 |
| Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation | Aug 23, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation | Aug 22, 2023 | Active LearningPoint Cloud Segmentation | CodeCode Available | 1 |
| Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations | Aug 22, 2023 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset | Aug 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 |
| SynDrone -- Multi-modal UAV Dataset for Urban Scenarios | Aug 21, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| False Negative/Positive Control for SAM on Noisy Medical Images | Aug 20, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave Radar | Aug 20, 2023 | Autonomous Navigationobject-detection | CodeCode Available | 1 |
| LaRS: A Diverse Panoptic Maritime Obstacle Detection Dataset and Benchmark | Aug 18, 2023 | DiversityPanoptic Segmentation | CodeCode Available | 1 |
| Single Frame Semantic Segmentation Using Multi-Modal Spherical Images | Aug 18, 2023 | Semantic Segmentation | CodeCode Available | 1 |
