| 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 |
| How to Reduce Change Detection to Semantic Segmentation | Jun 15, 2022 | Change DetectionScene Change Detection | CodeCode Available | 1 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 |
| Proximal Splitting Adversarial Attacks for Semantic Segmentation | Jun 14, 2022 | Adversarial AttackSegmentation | CodeCode Available | 1 |
| Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images | Jun 14, 2022 | PrognosisSegmentation | CodeCode Available | 1 |
| The Open Kidney Ultrasound Data Set | Jun 14, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks | Jun 14, 2022 | Action SegmentationInstance Segmentation | CodeCode Available | 1 |
| ReCo: Retrieve and Co-segment for Zero-shot Transfer | Jun 14, 2022 | RetrievalSegmentation | CodeCode Available | 1 |
| Fitting Segmentation Networks on Varying Image Resolutions using Splatting | Jun 13, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| SERE: Exploring Feature Self-relation for Self-supervised Transformer | Jun 10, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| VITA: Video Instance Segmentation via Object Token Association | Jun 9, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation | Jun 8, 2022 | DenoisingReferring Video Object Segmentation | CodeCode Available | 1 |
| SHRED: 3D Shape Region Decomposition with Learned Local Operations | Jun 7, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation | Jun 6, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information | Jun 6, 2022 | Action RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Metrics reloaded: Recommendations for image analysis validation | Jun 3, 2022 | Instance SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation | Jun 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation | Jun 2, 2022 | Data AugmentationDecoder | CodeCode Available | 1 |
| MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet | Jun 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization | Jun 2, 2022 | Instance SegmentationNetwork Pruning | CodeCode Available | 1 |
| Siamese Image Modeling for Self-Supervised Vision Representation Learning | Jun 2, 2022 | Representation LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline | Jun 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
