| Open-world Semantic Segmentation for LIDAR Point Clouds | Jul 4, 2022 | Autonomous DrivingIncremental Learning | CodeCode Available | 1 |
| WaferSegClassNet -- A Light-weight Network for Classification and Segmentation of Semiconductor Wafer Defects | Jul 3, 2022 | ClassificationSegmentation | CodeCode Available | 1 |
| Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation | Jul 2, 2022 | Active LearningBenchmarking | CodeCode Available | 1 |
| Towards Robust Video Object Segmentation with Adaptive Object Calibration | Jul 2, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans | Jun 30, 2022 | DisentanglementSegmentation | CodeCode Available | 1 |
| BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation | Jun 29, 2022 | Domain AdaptationPrognosis | CodeCode Available | 1 |
| Uncertainty-aware Panoptic Segmentation | Jun 29, 2022 | Panoptic SegmentationScene Understanding | CodeCode Available | 1 |
| vMFNet: Compositionality Meets Domain-generalised Segmentation | Jun 29, 2022 | AnatomyImage Segmentation | CodeCode Available | 1 |
| Explicitly incorporating spatial information to recurrent networks for agriculture | Jun 27, 2022 | image-classificationSegmentation | CodeCode Available | 1 |
| Learning with Weak Annotations for Robust Maritime Obstacle Detection | Jun 27, 2022 | Collision AvoidanceDomain Adaptation | CodeCode Available | 1 |
| Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image Segmentation | Jun 27, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub Robot | Jun 27, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| RankSEG: A Consistent Ranking-based Framework for Segmentation | Jun 27, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | CodeCode Available | 1 |
| Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need | Jun 23, 2022 | AllDeep Learning | CodeCode Available | 1 |
| Evidence fusion with contextual discounting for multi-modality medical image segmentation | Jun 23, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images | Jun 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning | Jun 21, 2022 | Contrastive LearningDomain Generalization | CodeCode Available | 1 |
| Position-prior Clustering-based Self-attention Module for Knee Cartilage Segmentation | Jun 21, 2022 | ClusteringPosition | CodeCode Available | 1 |
| TBraTS: Trusted Brain Tumor Segmentation | Jun 19, 2022 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation | Jun 17, 2022 | ClusteringPanoptic Segmentation | CodeCode Available | 1 |
| Learning Implicit Feature Alignment Function for Semantic Segmentation | Jun 17, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images | Jun 17, 2022 | Segmentation | CodeCode Available | 1 |
| A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications | Jun 17, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Patch-level Representation Learning for Self-supervised Vision Transformers | Jun 16, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation | Jun 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Simple and Efficient Architectures for Semantic Segmentation | Jun 16, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels | Jun 16, 2022 | Image SegmentationLearning with noisy labels | CodeCode Available | 1 |
| Online Segmentation of LiDAR Sequences: Dataset and Algorithm | Jun 16, 2022 | Autonomous VehiclesLIDAR Semantic Segmentation | CodeCode Available | 1 |
| S^2-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation | Jun 15, 2022 | 2D Semantic SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| The SIGMORPHON 2022 Shared Task on Morpheme Segmentation | Jun 15, 2022 | AllMorpheme Segmentaiton | CodeCode Available | 1 |
| How to Reduce Change Detection to Semantic Segmentation | Jun 15, 2022 | Change DetectionScene Change Detection | CodeCode Available | 1 |
| Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation | Jun 15, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 |
| Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images | Jun 14, 2022 | PrognosisSegmentation | CodeCode Available | 1 |
| RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks | Jun 14, 2022 | Action SegmentationInstance Segmentation | CodeCode Available | 1 |
| ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset | Jun 14, 2022 | BenchmarkingIschemic Stroke Lesion Segmentation | CodeCode Available | 1 |
| ReCo: Retrieve and Co-segment for Zero-shot Transfer | Jun 14, 2022 | RetrievalSegmentation | CodeCode Available | 1 |
| Proximal Splitting Adversarial Attacks for Semantic Segmentation | Jun 14, 2022 | Adversarial AttackSegmentation | CodeCode Available | 1 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis | Jun 9, 2022 | One-Shot SegmentationRepresentation Learning | CodeCode Available | 1 |
| SHRED: 3D Shape Region Decomposition with Learned Local Operations | Jun 7, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation | Jun 6, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation | Jun 5, 2022 | Cardiac SegmentationSegmentation | CodeCode Available | 1 |
| Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation | Jun 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| XBound-Former: Toward Cross-scale Boundary Modeling in Transformers | Jun 2, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet | Jun 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation | Jun 1, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
