| Decoupling Common and Unique Representations for Multimodal Self-supervised Learning | Sep 11, 2023 | Scene ClassificationSelf-Supervised Learning | CodeCode Available | 1 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | 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 |
| 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 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | 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 |
| 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 |
| Mask-Attention-Free Transformer for 3D Instance Segmentation | Sep 4, 2023 | 3D Instance SegmentationInstance Segmentation | 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 |
| PointOcc: Cylindrical Tri-Perspective View for Point-based 3D Semantic Occupancy Prediction | Aug 31, 2023 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 |
| Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models | Aug 31, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Decoupled Local Aggregation for Point Cloud Learning | Aug 31, 2023 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection | Aug 31, 2023 | DecoderLesion Segmentation | 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 |
| Coarse-to-Fine Amodal Segmentation with Shape Prior | Aug 31, 2023 | ObjectSegmentation | CodeCode Available | 1 |
| Self-supervised Semantic Segmentation: Consistency over Transformation | Aug 31, 2023 | Image SegmentationMedical Image 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 |
| Shatter and Gather: Learning Referring Image Segmentation with Text Supervision | Aug 29, 2023 | Image SegmentationSegmentation | 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 |
| 1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation | Aug 28, 2023 | Autonomous DrivingDenoising | CodeCode Available | 1 |
