| blob loss: instance imbalance aware loss functions for semantic segmentation | May 17, 2022 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| MulT: An End-to-End Multitask Learning Transformer | May 17, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation | May 17, 2022 | Anomaly SegmentationFew-Shot Learning | CodeCode Available | 1 |
| Unsupervised Segmentation in Real-World Images via Spelke Object Inference | May 17, 2022 | Image SegmentationOptical Flow Estimation | CodeCode Available | 1 |
| Test-Time Adaptation with Shape Moments for Image Segmentation | May 16, 2022 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Self-supervised Assisted Active Learning for Skin Lesion Segmentation | May 14, 2022 | Active LearningDiversity | CodeCode Available | 1 |
| Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations | May 13, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Learning Non-target Knowledge for Few-shot Semantic Segmentation | May 10, 2022 | Contrastive LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Recurrent Dynamic Embedding for Video Object Segmentation | May 8, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Cross-view Transformers for real-time Map-view Semantic Segmentation | May 5, 2022 | Bird's-Eye View Semantic SegmentationSegmentation | CodeCode Available | 1 |
| FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation | May 4, 2022 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Where in the World is this Image? Transformer-based Geo-localization in the Wild | Apr 29, 2022 | Diversitygeo-localization | CodeCode Available | 1 |
| Self-Supervised Learning of Object Parts for Semantic Segmentation | Apr 27, 2022 | Community DetectionImage Segmentation | CodeCode Available | 1 |
| Unsupervised Segmentation of Hyperspectral Remote Sensing Images with Superpixels | Apr 26, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 |
| PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions | Apr 26, 2022 | 3D Object Detectionimage-classification | CodeCode Available | 1 |
| ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer | Apr 25, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers | Apr 25, 2022 | ClusteringSegmentation | CodeCode Available | 1 |
| Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation | Apr 25, 2022 | Continual LearningDomain Adaptation | CodeCode Available | 1 |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | Apr 21, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| CPGNet: Cascade Point-Grid Fusion Network for Real-Time LiDAR Semantic Segmentation | Apr 21, 2022 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 1 |
| Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images | Apr 21, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization | Apr 20, 2022 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Hephaestus: A large scale multitask dataset towards InSAR understanding | Apr 20, 2022 | Earth ObservationImage Quality Assessment | CodeCode Available | 1 |
| Modeling Missing Annotations for Incremental Learning in Object Detection | Apr 19, 2022 | Incremental LearningInstance Segmentation | CodeCode Available | 1 |
| Dual-Domain Image Synthesis using Segmentation-Guided GAN | Apr 19, 2022 | CaricatureImage Generation | CodeCode Available | 1 |
