| PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers | Jun 4, 2022 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Occlusion-Resistant Instance Segmentation of Piglets in Farrowing Pens Using Center Clustering Network | Jun 4, 2022 | ClusteringInstance Segmentation | —Unverified | 0 |
| R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation | Jun 3, 2022 | Computed Tomography (CT)Decoder | —Unverified | 0 |
| Mutual- and Self- Prototype Alignment for Semi-supervised Medical Image Segmentation | Jun 3, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation | Jun 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Learning Probabilistic Topological Representations Using Discrete Morse Theory | Jun 3, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| A Deep-Learning Usability Expansion Model of Ocean Observations | Jun 3, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Metrics reloaded: Recommendations for image analysis validation | Jun 3, 2022 | Instance SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation | Jun 3, 2022 | Image SegmentationIncremental Learning | —Unverified | 0 |
| Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection | Jun 2, 2022 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation | Jun 2, 2022 | Data AugmentationDecoder | CodeCode Available | 1 |
| Robustness Evaluation and Adversarial Training of an Instance Segmentation Model | Jun 2, 2022 | Instance SegmentationLane Detection | —Unverified | 0 |
| What Are Expected Queries in End-to-End Object Detection? | Jun 2, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation | Jun 2, 2022 | Image SegmentationInstance Segmentation | —Unverified | 0 |
| A Dual-fusion Semantic Segmentation Framework With GAN For SAR Images | Jun 2, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation | Jun 2, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| Box2Mask: Weakly Supervised 3D Semantic Instance Segmentation Using Bounding Boxes | Jun 2, 2022 | 3D Instance Segmentation3D Semantic Instance Segmentation | —Unverified | 0 |
| Suggestive Annotation of Brain MR Images with Gradient-guided Sampling | Jun 2, 2022 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| VL-BEiT: Generative Vision-Language Pretraining | Jun 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives | Jun 2, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Siamese Image Modeling for Self-Supervised Vision Representation Learning | Jun 2, 2022 | Representation LearningSelf-Supervised Learning | 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 |
| MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet | Jun 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 2D Amodal Instance Segmentation Guided by 3D Shape Prior | Jun 1, 2022 | 3D ReconstructionAmodal Instance Segmentation | —Unverified | 0 |
| Multilingual Image Corpus – Towards a Multimodal and Multilingual Dataset | Jun 1, 2022 | Caption Generationimage-classification | —Unverified | 0 |
