| Cross-Image Relational Knowledge Distillation for Semantic Segmentation | Apr 14, 2022 | Knowledge DistillationSegmentation | CodeCode Available | 2 |
| TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation | Apr 12, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| FocalClick: Towards Practical Interactive Image Segmentation | Apr 6, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 2 |
| Region Rebalance for Long-Tailed Semantic Segmentation | Apr 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Rethinking Semantic Segmentation: A Prototype View | Mar 28, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| Video Polyp Segmentation: A Deep Learning Perspective | Mar 27, 2022 | AttributeDeep Learning | CodeCode Available | 2 |
| Sparse Instance Activation for Real-Time Instance Segmentation | Mar 24, 2022 | Instance SegmentationObject | CodeCode Available | 2 |
| Scalable Video Object Segmentation with Identification Mechanism | Mar 22, 2022 | ObjectSegmentation | CodeCode Available | 2 |
| Focal Modulation Networks | Mar 22, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| 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 |
| UNeXt: MLP-based Rapid Medical Image Segmentation Network | Mar 9, 2022 | DecoderImage Segmentation | CodeCode Available | 2 |
| CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers | Mar 9, 2022 | 3D Object DetectionAutonomous Vehicles | 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 |
| Mask2Former for Video Instance Segmentation | Dec 20, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| Masked-attention Mask Transformer for Universal Image Segmentation | Dec 2, 2021 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 2 |
| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | CodeCode Available | 2 |
| Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation | Sep 14, 2021 | ClusteringSegmentation | CodeCode Available | 2 |
| Open-World Entity Segmentation | Jul 29, 2021 | Image ManipulationImage Segmentation | CodeCode Available | 2 |
