| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition | Mar 23, 2022 | DecoderHandwritten Document Recognition | CodeCode Available | 1 | 5 |
| DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting | Dec 14, 2024 | 3D ReconstructionSegmentation | CodeCode Available | 1 | 5 |
| Automatic High Resolution Wire Segmentation and Removal | Apr 1, 2023 | SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| A context based deep learning approach for unbalanced medical image segmentation | Jan 8, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image Synthesis | Nov 26, 2024 | Brain Tumor SegmentationImage Generation | CodeCode Available | 1 | 5 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | CodeCode Available | 1 | 5 |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | Mar 3, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos | Oct 20, 2022 | LV SegmentationPrediction | CodeCode Available | 1 | 5 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data | Mar 10, 2021 | AnatomyBenchmarking | CodeCode Available | 1 | 5 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 | 5 |
| Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks | Sep 3, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| 1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation | Aug 28, 2023 | Autonomous DrivingDenoising | CodeCode Available | 1 | 5 |
| Automatic labelling of urban point clouds using data fusion | Aug 31, 2021 | ManagementSegmentation | CodeCode Available | 1 | 5 |
| CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers | Mar 12, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETR | Feb 29, 2024 | DecoderMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Curriculum Knowledge Switching for Pancreas Segmentation | Jun 22, 2023 | Pancreas SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 | 5 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation | Aug 2, 2022 | Active LearningSegmentation | CodeCode Available | 1 | 5 |
| CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography | May 31, 2021 | Computed Tomography (CT)Image Super-Resolution | CodeCode Available | 1 | 5 |
| Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation | Mar 3, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 | 5 |
| Automated Muscle and Fat Segmentation in Computed Tomography for Comprehensive Body Composition Analysis | Feb 13, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| 1st Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation | Jun 7, 2023 | Autonomous DrivingPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Automatic Tumor Segmentation via False Positive Reduction Network for Whole-Body Multi-Modal PET/CT Images | Sep 16, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CTooth: A Fully Annotated 3D Dataset and Benchmark for Tooth Volume Segmentation on Cone Beam Computed Tomography Images | Jun 17, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation | Nov 19, 2020 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 | 5 |
| DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities | May 17, 2025 | Brain Tumor SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 | 5 |
| CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging | Oct 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net | Jun 24, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation | Mar 3, 2025 | BenchmarkingComputational Efficiency | CodeCode Available | 1 | 5 |
| Automated computed tomography and magnetic resonance imaging segmentation using deep learning: a beginner's guide | Apr 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation | Aug 1, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics | Dec 20, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model | Sep 20, 2024 | Image CaptioningPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Cross-View Regularization for Domain Adaptive Panoptic Segmentation | Mar 3, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 | 5 |
| AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation | Mar 13, 2022 | 3D Part SegmentationDomain Generalization | CodeCode Available | 1 | 5 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 | 5 |
| Cross-view Transformers for real-time Map-view Semantic Segmentation | May 5, 2022 | Bird's-Eye View Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes | Jul 1, 2024 | Autonomous VehiclesImage Segmentation | CodeCode Available | 1 | 5 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion | Feb 4, 2022 | Computational EfficiencyImage Registration | CodeCode Available | 1 | 5 |
| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 | 5 |
