| Extending nn-UNet for brain tumor segmentation | Dec 9, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Exploring Event-driven Dynamic Context for Accident Scene Segmentation | Dec 9, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| Fully Attentional Network for Semantic Segmentation | Dec 8, 2021 | Computational EfficiencySegmentation | CodeCode Available | 1 |
| Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images | Dec 7, 2021 | CPUSegmentation | CodeCode Available | 1 |
| A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images | Dec 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Zero-shot hashtag segmentation for multilingual sentiment analysis | Dec 6, 2021 | Feature EngineeringHate Speech Detection | CodeCode Available | 1 |
| Label-Efficient Semantic Segmentation with Diffusion Models | Dec 6, 2021 | DenoisingSegmentation | CodeCode Available | 1 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation | Dec 5, 2021 | Depth-aware Video Panoptic SegmentationDepth Estimation | CodeCode Available | 1 |
| Novel Class Discovery in Semantic Segmentation | Dec 3, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification | Dec 3, 2021 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| Echocardiography Segmentation with Enforced Temporal Consistency | Dec 3, 2021 | Segmentation | CodeCode Available | 1 |
| Incremental Learning in Semantic Segmentation from Image Labels | Dec 3, 2021 | Incremental LearningSegmentation | CodeCode Available | 1 |
| GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation | Dec 2, 2021 | Image AugmentationImage Generation | CodeCode Available | 1 |
| PartImageNet: A Large, High-Quality Dataset of Parts | Dec 2, 2021 | Activity RecognitionFew-Shot Learning | CodeCode Available | 1 |
| TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation | Dec 2, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| Iterative Contrast-Classify For Semi-supervised Temporal Action Segmentation | Dec 2, 2021 | Action SegmentationRepresentation Learning | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| SegDiff: Image Segmentation with Diffusion Probabilistic Models | Dec 1, 2021 | DecoderImage Generation | CodeCode Available | 1 |
| Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Group-Wise Learning for Weakly Supervised Semantic Segmentation | Dec 1, 2021 | Graph Neural NetworkObject Localization | CodeCode Available | 1 |
| CRIS: CLIP-Driven Referring Image Segmentation | Nov 30, 2021 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding | Nov 30, 2021 | 3D Classification3D Part Segmentation | CodeCode Available | 1 |
| PolyWorld: Polygonal Building Extraction with Graph Neural Networks in Satellite Images | Nov 30, 2021 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 1 |
| Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis | Nov 29, 2021 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
