| Adaptive Context Selection for Polyp Segmentation | Jan 12, 2023 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| Group-Wise Learning for Weakly Supervised Semantic Segmentation | Dec 1, 2021 | Graph Neural NetworkObject Localization | CodeCode Available | 1 | 5 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans | Oct 14, 2022 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 1 | 5 |
| Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic Data | Jul 28, 2020 | Instance SegmentationObject Detection | CodeCode Available | 1 | 5 |
| Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation | Feb 24, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| An Uncertainty-Driven GCN Refinement Strategy for Organ Segmentation | Dec 6, 2020 | Graph LearningOrgan Segmentation | CodeCode Available | 1 | 5 |
| Extended 2D Consensus Hippocampus Segmentation | Feb 12, 2019 | GPUHippocampus | CodeCode Available | 1 | 5 |
| Uncertainty-based graph convolutional networks for organ segmentation refinement | Jun 5, 2019 | Graph LearningOrgan Segmentation | CodeCode Available | 1 | 5 |
| Extending nn-UNet for brain tumor segmentation | Dec 9, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? | May 3, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated Driving | Mar 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| An attention-based U-Net for detecting deforestation within satellite sensor imagery | Mar 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Extrinsic Camera Calibration with Semantic Segmentation | Aug 8, 2022 | Camera Calibrationparameter estimation | CodeCode Available | 1 | 5 |
| FaceOcc: A Diverse, High-quality Face Occlusion Dataset for Human Face Extraction | Jan 20, 2022 | 3D ReconstructionAttribute | CodeCode Available | 1 | 5 |
| Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation | Jun 28, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 | 5 |
| CenterMask: Real-Time Anchor-Free Instance Segmentation | Jun 1, 2020 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 | 5 |
| Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak Supervision | Aug 19, 2024 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation | Jun 1, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image | Nov 15, 2022 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation | Mar 16, 2021 | Adversarial AttackObject | CodeCode Available | 1 | 5 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| CenterMask : Real-Time Anchor-Free Instance Segmentation | Nov 15, 2019 | Instance SegmentationObject Detection | CodeCode Available | 1 | 5 |
| Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! | May 3, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation | Mar 19, 2024 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound Image | Oct 25, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance | Jul 13, 2024 | 3D Semantic SegmentationLanguage Modelling | CodeCode Available | 1 | 5 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation | Feb 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | Apr 21, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Fashionformer: A simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition | Apr 10, 2022 | AttributeFashion Understanding | CodeCode Available | 1 | 5 |
| Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset | Apr 26, 2020 | AttributeFine-Grained Visual Categorization | CodeCode Available | 1 | 5 |
| Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers | Sep 8, 2021 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Mar 16, 2025 | 3D Semantic SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset | Aug 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Panoptic Vision-Language Feature Fields | Sep 11, 2023 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 | 5 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation | Jul 17, 2020 | Object DetectionSegmentation | CodeCode Available | 1 | 5 |
| Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking | Jul 28, 2020 | Cell SegmentationCell Tracking | CodeCode Available | 1 | 5 |
| CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving | Jul 26, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Bidirectional Learning for Domain Adaptation of Semantic Segmentation | Apr 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye View | Jan 1, 2023 | Autonomous DrivingHallucination | CodeCode Available | 1 | 5 |
| Center Focusing Network for Real-Time LiDAR Panoptic Segmentation | Nov 16, 2023 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Fast Point Transformer | Dec 9, 2021 | 3D Semantic SegmentationComputational Efficiency | CodeCode Available | 1 | 5 |
| Part2Object: Hierarchical Unsupervised 3D Instance Segmentation | Jul 14, 2024 | 3D Instance SegmentationClustering | CodeCode Available | 1 | 5 |
| Part-aware Panoptic Segmentation | Jun 11, 2021 | Image SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CENet: Context Enhancement Network for Medical Image Segmentation | May 23, 2025 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
