| MISeval: a Metric Library for Medical Image Segmentation Evaluation | Jan 23, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Improving Across-Dataset Brain Tissue Segmentation Using Transformer | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation | Jan 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face Extraction | Jan 20, 2022 | 3D ReconstructionAttribute | CodeCode Available | 1 |
| Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery | Jan 19, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 |
| HashSet -- A Dataset For Hashtag Segmentation | Jan 18, 2022 | SegmentationSpecificity | CodeCode Available | 1 |
| Contrastive Pretraining for Echocardiography Segmentation with Limited Data | Jan 16, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| AWSnet: An Auto-weighted Supervision Attention Network for Myocardial Scar and Edema Segmentation in Multi-sequence Cardiac Magnetic Resonance Images | Jan 14, 2022 | Segmentation | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning | Jan 13, 2022 | Domain AdaptationImage Reconstruction | CodeCode Available | 1 |
| ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation | Jan 12, 2022 | Interactive SegmentationSegmentation | CodeCode Available | 1 |
| Reciprocal Adversarial Learning for Brain Tumor Segmentation: A Solution to BraTS Challenge 2021 Segmentation Task | Jan 11, 2022 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| GPU-Net: Lightweight U-Net with more diverse features | Jan 7, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| Effect of Prior-based Losses on Segmentation Performance: A Benchmark | Jan 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| HyperionSolarNet: Solar Panel Detection from Aerial Images | Jan 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| EM-driven unsupervised learning for efficient motion segmentation | Jan 6, 2022 | Data AugmentationMotion Segmentation | CodeCode Available | 1 |
| On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving | Jan 5, 2022 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention | Jan 5, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| BDG-Net: Boundary Distribution Guided Network for Accurate Polyp Segmentation | Jan 3, 2022 | DecoderMedical Image Segmentation | CodeCode Available | 1 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Partial Class Activation Attention for Semantic Segmentation | Jan 1, 2022 | RelationSegmentation | CodeCode Available | 1 |
| Semi-Supervised Video Semantic Segmentation With Inter-Frame Feature Reconstruction | Jan 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks | Jan 1, 2022 | DecoderDenoising | CodeCode Available | 1 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Multimodal Material Segmentation | Jan 1, 2022 | Material SegmentationSegmentation | CodeCode Available | 1 |
