| Applying Eigencontours to PolarMask-Based Instance Segmentation | Aug 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 | 5 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 | 5 |
| HFT: Lifting Perspective Representations via Hybrid Feature Transformation | Apr 11, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Extending nn-UNet for brain tumor segmentation | Dec 9, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Attention GhostUNet++: Enhanced Segmentation of Adipose Tissue and Liver in CT Images | Apr 14, 2025 | Computational EfficiencyLiver Segmentation | CodeCode Available | 1 | 5 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 | 5 |
| Hierarchical Dense Correlation Distillation for Few-Shot Segmentation | Mar 26, 2023 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration | Jun 25, 2024 | Change DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset | Jun 19, 2024 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models | Jun 5, 2023 | Brain Tumor SegmentationEthics | CodeCode Available | 1 | 5 |
| 3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce Regimes | Jun 8, 2024 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| High resolution weakly supervised localization architectures for medical images | Oct 22, 2020 | SegmentationVocal Bursts Intensity Prediction | 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 |
| Contrastive Boundary Learning for Point Cloud Segmentation | Mar 10, 2022 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Contrastive Grouping with Transformer for Referring Image Segmentation | Sep 2, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words | Oct 29, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition | Feb 27, 2021 | SegmentationSemantic Segmentation | 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 |
| Extended 2D Consensus Hippocampus Segmentation | Feb 12, 2019 | GPUHippocampus | CodeCode Available | 1 | 5 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 | 5 |
| Segmenting Known Objects and Unseen Unknowns without Prior Knowledge | Sep 12, 2022 | Instance SegmentationObject Detection | CodeCode Available | 1 | 5 |
| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 | 5 |
| How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study | Jan 25, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models | Aug 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| How to Benchmark Vision Foundation Models for Semantic Segmentation? | Apr 18, 2024 | BenchmarkingDecoder | CodeCode Available | 1 | 5 |
| Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge | Feb 28, 2018 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection | Nov 6, 2023 | Anomaly DetectionGenerative Adversarial Network | 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 |
| HPNet: Deep Primitive Segmentation Using Hybrid Representations | May 22, 2021 | ClusteringSegmentation | CodeCode Available | 1 | 5 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 | 5 |
| Audio-Visual Instance Segmentation | Oct 28, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation | Oct 3, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation | Nov 6, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| Extrinsic Camera Calibration with Semantic Segmentation | Aug 8, 2022 | Camera Calibrationparameter estimation | CodeCode Available | 1 | 5 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | Oct 11, 2022 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation | Dec 7, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| Co-Segmentation Inspired Attention Networks for Video-Based Person Re-Identification | Oct 1, 2019 | Person Re-IdentificationSegmentation | CodeCode Available | 1 | 5 |
| COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes | Oct 31, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Augmenting Part-of-speech Tagging with Syntactic Information for Vietnamese and Chinese | Feb 24, 2021 | Part-Of-Speech TaggingSegmentation | CodeCode Available | 1 | 5 |
| A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial | Jun 1, 2020 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 | 5 |
| CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections | Mar 5, 2024 | Crack SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation | Jan 11, 2023 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 | 5 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 | 5 |
| CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation | Mar 22, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation | Jun 13, 2023 | Knowledge DistillationSegmentation | CodeCode Available | 1 | 5 |
