| Complete Instances Mining for Weakly Supervised Instance Segmentation | Feb 12, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks | Jan 31, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| CompNet: Complementary Segmentation Network for Brain MRI Extraction | Mar 27, 2018 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation | Dec 1, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Compositor: Bottom-up Clustering and Compositing for Robust Part and Object Segmentation | Jun 12, 2023 | ClusteringObject | CodeCode Available | 1 | 5 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images | Nov 22, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing Images | May 26, 2025 | Boundary DetectionChange Detection | CodeCode Available | 1 | 5 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 | 5 |
| ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer | Jul 23, 2023 | Change DetectionCrowd Counting | CodeCode Available | 1 | 5 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 | 5 |
| Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation | May 9, 2023 | Cardiac SegmentationDenoising | CodeCode Available | 1 | 5 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation | Mar 17, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Computing the Testing Error Without a Testing Set | Jun 1, 2020 | Object RecognitionSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection from Aerial Images | May 11, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Hierarchical Image Segmentation For Recognition and By Recognition | Oct 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| A Transductive Approach for Video Object Segmentation | Apr 15, 2020 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks | May 11, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos | Jul 26, 2019 | Data AugmentationObject Tracking | CodeCode Available | 1 | 5 |
| A Tri-Layer Plugin to Improve Occluded Detection | Oct 18, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| 3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving | Jan 24, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 | 5 |
| Conditional Boundary Loss for Semantic Segmentation | Jul 5, 2023 | SegmentationSemantic Segmentation | 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 |
| Conditional Diffusion Models for Weakly Supervised Medical Image Segmentation | Jun 6, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Conditional diffusion model with spatial attention and latent embedding for medical image segmentation | Feb 10, 2025 | HippocampusImage Segmentation | CodeCode Available | 1 | 5 |
| Exploiting Diffusion Prior for Generalizable Dense Prediction | Nov 30, 2023 | Intrinsic Image DecompositionPrediction | CodeCode Available | 1 | 5 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation | Apr 16, 2024 | 3D Semantic SegmentationManagement | CodeCode Available | 1 | 5 |
| CEDNet: A Cascade Encoder-Decoder Network for Dense Prediction | Feb 13, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection | Oct 22, 2021 | Instance Segmentationobject-detection | 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 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| CAFuser: Condition-Aware Multimodal Fusion for Robust Semantic Perception of Driving Scenes | Oct 14, 2024 | Autonomous DrivingPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Condition-Invariant Semantic Segmentation | May 27, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation | Nov 27, 2022 | Domain AdaptationSemantic Segmentation | 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 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling | Mar 16, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Confidence Regularized Self-Training | Aug 26, 2019 | Domain Adaptationimage-classification | CodeCode Available | 1 | 5 |
| CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation | Mar 22, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 | 5 |
| Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation | Mar 2, 2023 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| Exploring Long-Sequence Masked Autoencoders | Oct 13, 2022 | Object DetectionSegmentation | CodeCode Available | 1 | 5 |
| Conformer: Local Features Coupling Global Representations for Visual Recognition | May 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations | Feb 8, 2022 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation | Dec 16, 2024 | DiversitySemantic Segmentation | CodeCode Available | 1 | 5 |
| Attention-based Transformation from Latent Features to Point Clouds | Dec 10, 2021 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 | 5 |
| Centroid-UNet: Detecting Centroids in Aerial Images | Dec 13, 2021 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 | 5 |
