| CitySurfaces: City-Scale Semantic Segmentation of Sidewalk Materials | Jan 6, 2022 | Active LearningManagement | CodeCode Available | 1 |
| Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation | Jan 5, 2022 | DecoderRGBD Semantic Segmentation | —Unverified | 0 |
| Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention | Jan 5, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| Tackling the Class Imbalance Problem of Deep Learning Based Head and Neck Organ Segmentation | Jan 5, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving | Jan 5, 2022 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| Multi-Robot Collaborative Perception with Graph Neural Networks | Jan 5, 2022 | Decision MakingDepth Estimation | —Unverified | 0 |
| Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images | Jan 4, 2022 | 3D Semantic SegmentationBrain Tumor Segmentation | CodeCode Available | 2 |
| Weakly-supervised continual learning for class-incremental segmentation | Jan 4, 2022 | Continual LearningPseudo Label | CodeCode Available | 1 |
| Towards Unsupervised Open World Semantic Segmentation | Jan 4, 2022 | Incremental LearningSegmentation | CodeCode Available | 0 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| Vision Transformer with Deformable Attention | Jan 3, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Language as Queries for Referring Video Object Segmentation | Jan 3, 2022 | ObjectObject Tracking | CodeCode Available | 2 |
| Recurrent Feature Propagation and Edge Skip-Connections for Automatic Abdominal Organ Segmentation | Jan 2, 2022 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation | Jan 1, 2022 | ObjectPseudo Label | —Unverified | 0 |
| Why Discard if You Can Recycle?: A Recycling Max Pooling Module for 3D Point Cloud Analysis | Jan 1, 2022 | Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device | Jan 1, 2022 | GPUSegmentation | —Unverified | 0 |
| Pyramid Architecture for Multi-Scale Processing in Point Cloud Segmentation | Jan 1, 2022 | Autonomous DrivingDecoder | —Unverified | 0 |
| Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images | Jan 1, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation | Jan 1, 2022 | Continual LearningContinual Semantic Segmentation | —Unverified | 0 |
| DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations | Jan 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation | Jan 1, 2022 | Contrastive Learningimage-classification | CodeCode Available | 2 |
| Instance Segmentation With Mask-Supervised Polygonal Boundary Transformers | Jan 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| ADeLA: Automatic Dense Labeling With Attention for Viewpoint Shift in Semantic Segmentation | Jan 1, 2022 | Domain AdaptationHallucination | —Unverified | 0 |
| HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization | Jan 1, 2022 | DiversitySemantic Segmentation | CodeCode Available | 0 |
