| Scribble-Supervised LiDAR Semantic Segmentation | Mar 16, 2022 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 2 |
| LiDAR-based 4D Panoptic Segmentation via Dynamic Shifting Network | Mar 14, 2022 | 4D Panoptic SegmentationAutonomous Driving | CodeCode Available | 2 |
| CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers | Mar 9, 2022 | 3D Object DetectionAutonomous Vehicles | CodeCode Available | 2 |
| UNeXt: MLP-based Rapid Medical Image Segmentation Network | Mar 9, 2022 | DecoderImage Segmentation | CodeCode Available | 2 |
| SoftGroup for 3D Instance Segmentation on Point Clouds | Mar 3, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 2 |
| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 |
| FreeSOLO: Learning to Segment Objects without Annotations | Feb 24, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images | Jan 30, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 2 |
| Language-driven Semantic Segmentation | Jan 10, 2022 | DescriptiveFew-Shot Semantic Segmentation | CodeCode Available | 2 |
| Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images | Jan 4, 2022 | 3D Semantic SegmentationBrain Tumor Segmentation | CodeCode Available | 2 |
