| DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection | Nov 21, 2022 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| Learning with Weak Annotations for Robust Maritime Obstacle Detection | Jun 27, 2022 | Collision AvoidanceDomain Adaptation | CodeCode Available | 1 |
| Lesion-aware Dynamic Kernel for Polyp Segmentation | Jan 12, 2023 | DecoderSegmentation | CodeCode Available | 1 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | Oct 11, 2022 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| ASFormer: Transformer for Action Segmentation | Oct 16, 2021 | Action SegmentationDecoder | CodeCode Available | 1 |
| Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation | Mar 20, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation | Aug 5, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation | Dec 11, 2023 | Instance SegmentationPosition | CodeCode Available | 1 |
| Color Invariant Skin Segmentation | Apr 21, 2022 | Segmentation | CodeCode Available | 1 |
| A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers | Oct 9, 2023 | Heart SegmentationImage Generation | CodeCode Available | 1 |
| Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image Segmentation | Feb 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Leveraging Textual Anatomical Knowledge for Class-Imbalanced Semi-Supervised Multi-Organ Segmentation | Jan 23, 2025 | Contrastive LearningOrgan Segmentation | CodeCode Available | 1 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 |
| COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation | Jul 22, 2023 | Active LearningImage Segmentation | CodeCode Available | 1 |
| Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations | Jun 19, 2023 | Domain AdaptationRetinal Vessel Segmentation | CodeCode Available | 1 |
| DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation | Nov 28, 2023 | DecoderDiversity | CodeCode Available | 1 |
| BoxSnake: Polygonal Instance Segmentation with Box Supervision | Mar 21, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach | Jun 6, 2021 | Combinatorial OptimizationInstance Segmentation | CodeCode Available | 1 |
| Lidar Panoptic Segmentation and Tracking without Bells and Whistles | Oct 19, 2023 | ObjectPanoptic Segmentation | CodeCode Available | 1 |
| Lightweight and Progressively-Scalable Networks for Semantic Segmentation | Jul 27, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Dense Gaussian Processes for Few-Shot Segmentation | Oct 7, 2021 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation | Apr 4, 2024 | Data AugmentationDecoder | CodeCode Available | 1 |
| BoxShrink: From Bounding Boxes to Segmentation Masks | Aug 5, 2022 | Segmentation | CodeCode Available | 1 |
