| Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation | Jul 30, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image | Jul 28, 2022 | Medical Image SegmentationSegmentation | CodeCode Available | 1 |
| Utterance-by-utterance overlap-aware neural diarization with Graph-PIT | Jul 28, 2022 | ClusteringSegmentation | CodeCode Available | 1 |
| ClaSP -- Parameter-free Time Series Segmentation | Jul 28, 2022 | Change Point DetectionSegmentation | CodeCode Available | 1 |
| Lightweight and Progressively-Scalable Networks for Semantic Segmentation | Jul 27, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data | Jul 27, 2022 | Autonomous DrivingDense Pixel Correspondence Estimation | CodeCode Available | 1 |
| TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model | Jul 27, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation | Jul 27, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-Attention Network for Compressed Video Referring Object Segmentation | Jul 26, 2022 | ObjectReferring Expression Segmentation | CodeCode Available | 1 |
| CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving | Jul 26, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness | Jul 25, 2022 | Adversarial AttackSegmentation | CodeCode Available | 1 |
| Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jul 25, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation | Jul 24, 2022 | Deep LearningPlaying the Game of 2048 | CodeCode Available | 1 |
| Self-Support Few-Shot Semantic Segmentation | Jul 23, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Active Pointly-Supervised Instance Segmentation | Jul 23, 2022 | Active LearningInstance Segmentation | CodeCode Available | 1 |
| High-Resolution Swin Transformer for Automatic Medical Image Segmentation | Jul 23, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation | Jul 23, 2022 | CPUGPU | CodeCode Available | 1 |
| Long-tailed Instance Segmentation using Gumbel Optimized Loss | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter | Jul 22, 2022 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs | Jul 22, 2022 | BenchmarkingRetinal Vessel Segmentation | CodeCode Available | 1 |
| A Real-time Fire Segmentation Method Based on A Deep Learning Approach | Jul 22, 2022 | DecoderReal-Time Semantic Segmentation | CodeCode Available | 1 |
| CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | 3D Unsupervised Domain AdaptationAutonomous Driving | CodeCode Available | 1 |
| GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Spotting Temporally Precise, Fine-Grained Events in Video | Jul 20, 2022 | Action DetectionAction Spotting | CodeCode Available | 1 |
| DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation | Jul 20, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Learning Topological Interactions for Multi-Class Medical Image Segmentation | Jul 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Latent Discriminant deterministic Uncertainty | Jul 20, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| The Dice loss in the context of missing or empty labels: Introducing Φ and ε | Jul 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| You Actually Look Twice At it (YALTAi): using an object detection approach instead of region segmentation within the Kraken engine | Jul 19, 2022 | Classificationobject-detection | CodeCode Available | 1 |
| HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation | Jul 18, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Learning Quality-aware Dynamic Memory for Video Object Segmentation | Jul 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Multi-Object Tracking and Segmentation via Neural Message Passing | Jul 15, 2022 | Multi-Object TrackingMulti-Object Tracking and Segmentation | CodeCode Available | 1 |
| MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation | Jul 14, 2022 | DecoderDomain Adaptation | CodeCode Available | 1 |
| GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder Modeling | Jul 14, 2022 | DecoderObject | CodeCode Available | 1 |
| ACLNet: An Attention and Clustering-based Cloud Segmentation Network | Jul 13, 2022 | ClusteringSegmentation | CodeCode Available | 1 |
| PointNorm: Dual Normalization is All You Need for Point Cloud Analysis | Jul 13, 2022 | 3D geometryAll | CodeCode Available | 1 |
| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Jul 11, 2022 | ClusteringObject | CodeCode Available | 1 |
| Personalizing Federated Medical Image Segmentation via Local Calibration | Jul 11, 2022 | channel selectionFederated Learning | CodeCode Available | 1 |
| Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments | Jul 10, 2022 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Segmentation of Blood Vessels, Optic Disc Localization, Detection of Exudates and Diabetic Retinopathy Diagnosis from Digital Fundus Images | Jul 9, 2022 | ClusteringContour Detection | CodeCode Available | 1 |
| GFNet: Geometric Flow Network for 3D Point Cloud Semantic Segmentation | Jul 6, 2022 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Domain Adaptive Video Segmentation via Temporal Pseudo Supervision | Jul 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation | Jul 6, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound | Jul 6, 2022 | LV SegmentationSegmentation | CodeCode Available | 1 |
| Vector Quantisation for Robust Segmentation | Jul 5, 2022 | Data AugmentationDictionary Learning | CodeCode Available | 1 |
| Segmenting Moving Objects via an Object-Centric Layered Representation | Jul 5, 2022 | Instance SegmentationMotion Segmentation | CodeCode Available | 1 |
| Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation | Jul 5, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation | Jul 5, 2022 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
