| Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods | Apr 29, 2024 | Road SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Efficient Urban-scale Point Clouds Segmentation with BEV Projection | Sep 19, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| BoxSnake: Polygonal Instance Segmentation with Box Supervision | Mar 21, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions | Feb 10, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| BPNet: Bézier Primitive Segmentation on 3D Point Clouds | Jul 8, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks | Feb 3, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images | Jul 8, 2023 | Image SegmentationMedical Image Segmentation | 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 Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge | Mar 28, 2024 | Ischemic Stroke Lesion SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| Adversarial Segmentation Loss for Sketch Colorization | Feb 11, 2021 | ColorizationImage Segmentation | CodeCode Available | 1 | 5 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | 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 |
| BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation | Jun 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images | Feb 22, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation | Oct 11, 2021 | Fault DetectionImage Segmentation | CodeCode Available | 1 | 5 |
| ESS: Learning Event-based Semantic Segmentation from Still Images | Mar 18, 2022 | Domain AdaptationEvent-based Object Segmentation | CodeCode Available | 1 | 5 |
| BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images | Jul 10, 2021 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation | Sep 4, 2024 | Dichotomous Image SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast | Feb 19, 2021 | Audio ClassificationSegmentation | CodeCode Available | 1 | 5 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Evidential segmentation of 3D PET/CT images | Apr 27, 2021 | Medical Image AnalysisSegmentation | CodeCode Available | 1 | 5 |
| Efficient Two-Step Networks for Temporal Action Segmentation | Apr 30, 2021 | Action SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging | Nov 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation | Aug 12, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Accelerating Video Object Segmentation with Compressed Video | Jul 26, 2021 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation | Mar 5, 2021 | Anomaly SegmentationBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| A Probabilistic U-Net for Segmentation of Ambiguous Images | Jun 13, 2018 | Decision MakingSegmentation | CodeCode Available | 1 | 5 |
| CANet: Context Aware Network for 3D Brain Glioma Segmentation | Jul 15, 2020 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection | Jul 17, 2024 | Knowledge Distillationobject-detection | CodeCode Available | 1 | 5 |
| Exploring Event-driven Dynamic Context for Accident Scene Segmentation | Dec 9, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation | Jun 12, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection | Apr 10, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation | Aug 14, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections | May 24, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 | 5 |
| Exploring The Limits Of Data Augmentation For Retinal Vessel Segmentation | May 19, 2021 | Data AugmentationRetinal Vessel Segmentation | CodeCode Available | 1 | 5 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | Aug 2, 2018 | Dichotomous Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties | Dec 21, 2023 | Common Sense ReasoningDescriptive | CodeCode Available | 1 | 5 |
| Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View Images | Aug 6, 2021 | Depth EstimationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects | Aug 16, 2021 | Medical Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AeroPath: An airway segmentation benchmark dataset with challenging pathology | Nov 2, 2023 | AnatomyPrognosis | CodeCode Available | 1 | 5 |
| Efficient Semantic Video Segmentation with Per-frame Inference | Feb 26, 2020 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation | Feb 23, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| ASY-VRNet: Waterway Panoptic Driving Perception Model based on Asymmetric Fair Fusion of Vision and 4D mmWave Radar | Aug 20, 2023 | Autonomous Navigationobject-detection | CodeCode Available | 1 | 5 |
