| Gated-SCNN: Gated Shape CNNs for Semantic Segmentation | Jul 12, 2019 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation | May 25, 2025 | Image SegmentationLong-range modeling | CodeCode Available | 0 |
| Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds | Jul 28, 2019 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 0 |
| C-DLinkNet: considering multi-level semantic features for human parsing | Jan 31, 2020 | DecoderHuman Parsing | CodeCode Available | 0 |
| Instance Segmentation of Biological Images Using Harmonic Embeddings | Apr 10, 2019 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| CCNet: Criss-Cross Attention for Semantic Segmentation | Nov 28, 2018 | Computational EfficiencyGPU | CodeCode Available | 0 |
| ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation | May 30, 2025 | DecoderImage Segmentation | CodeCode Available | 0 |
| C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image | Jan 1, 2022 | AnatomyOrgan Segmentation | CodeCode Available | 0 |
| Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation | Oct 14, 2024 | Boundary DetectionImage Segmentation | CodeCode Available | 0 |
| A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged Roads | Nov 25, 2024 | Autonomous DrivingSegmentation | CodeCode Available | 0 |
| Learning Non-Unique Segmentation with Reward-Penalty Dice Loss | Sep 23, 2020 | Medical Image SegmentationSegmentation | CodeCode Available | 0 |
| Gaussian Random Fields as an Abstract Representation of Patient Metadata for Multimodal Medical Image Segmentation | Mar 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Localized Super Resolution for Foreground Images using U-Net and MR-CNN | Oct 27, 2021 | Image SegmentationImage Super-Resolution | CodeCode Available | 0 |
| Instance Segmentation of Microscopic Foraminifera | May 15, 2021 | Instance SegmentationNovel Object Detection | CodeCode Available | 0 |
| Dilated deeply supervised networks for hippocampus segmentation in MRI | Mar 20, 2019 | HippocampusPrognosis | CodeCode Available | 0 |
| 3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation | Mar 25, 2024 | DecoderHippocampus | CodeCode Available | 0 |
| APCoTTA: Continual Test-Time Adaptation for Semantic Segmentation of Airborne LiDAR Point Clouds | May 15, 2025 | Point Cloud SegmentationScene Understanding | CodeCode Available | 0 |
| Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation | Jun 5, 2020 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation | Oct 4, 2022 | DecoderImage Segmentation | CodeCode Available | 0 |
| Dilated Continuous Random Field for Semantic Segmentation | Feb 1, 2022 | global-optimizationSemantic Segmentation | CodeCode Available | 0 |
| Diffusion Model for Camouflaged Object Detection | Aug 1, 2023 | Camouflaged Object SegmentationDenoising | CodeCode Available | 0 |
| DDU-Net: A Domain Decomposition-Based CNN for High-Resolution Image Segmentation on Multiple GPUs | Jul 31, 2024 | DecoderImage Segmentation | CodeCode Available | 0 |
| Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild | Sep 24, 2021 | Instance SegmentationObject | CodeCode Available | 0 |
| CBNet: A Novel Composite Backbone Network Architecture for Object Detection | Sep 9, 2019 | Instance Segmentationobject-detection | CodeCode Available | 0 |
| Diffusion-Based Semantic Segmentation of Lumbar Spine MRI Scans of Lower Back Pain Patients | Nov 16, 2024 | ManagementSemantic Segmentation | CodeCode Available | 0 |
| Learning of Image Dehazing Models for Segmentation Tasks | Mar 4, 2019 | Image DehazingImage Segmentation | CodeCode Available | 0 |
| DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models | Mar 21, 2023 | Image GenerationSemantic Segmentation | CodeCode Available | 0 |
| DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model | Jul 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| JSNet: Joint Instance and Semantic Segmentation of 3D Point Clouds | Dec 20, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 0 |
| Differentially private federated deep learning for multi-site medical image segmentation | Jul 6, 2021 | Deep LearningFederated Learning | CodeCode Available | 0 |
| A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden | Apr 29, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| DiCENet: Dimension-wise Convolutions for Efficient Networks | Jun 8, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules | Jun 1, 2020 | Explanation GenerationSemantic Segmentation | CodeCode Available | 0 |
| Learning Panoptic Segmentation from Instance Contours | Oct 16, 2020 | ClusteringInstance Segmentation | CodeCode Available | 0 |
| DFEN: Dual Feature Equalization Network for Medical Image Segmentation | May 9, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Local Memory Attention for Fast Video Semantic Segmentation | Jan 5, 2021 | DecoderSegmentation | CodeCode Available | 0 |
| CBinfer: Exploiting Frame-to-Frame Locality for Faster Convolutional Network Inference on Video Streams | Aug 15, 2018 | object-detectionObject Detection | CodeCode Available | 0 |
| Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations | Mar 22, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation | Apr 3, 2019 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 0 |
| Devil in the Details: Towards Accurate Single and Multiple Human Parsing | Sep 17, 2018 | Human ParsingPerson Re-Identification | CodeCode Available | 0 |
| Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey | May 2, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural network | May 29, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Det-SLAM: A semantic visual SLAM for highly dynamic scenes using Detectron2 | Oct 1, 2022 | Semantic SegmentationSemantic SLAM | CodeCode Available | 0 |
| Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation | Jul 11, 2022 | Domain Generalizationimage-classification | CodeCode Available | 0 |
| CATS v2: Hybrid encoders for robust medical segmentation | Aug 11, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| DetNet: A Backbone network for Object Detection | Apr 17, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Category Feature Transformer for Semantic Segmentation | Aug 10, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal Mechanisms | Nov 7, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 0 |
| An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset | Aug 26, 2021 | Boundary DetectionInstance Segmentation | CodeCode Available | 0 |
| Mask Scoring R-CNN | Mar 1, 2019 | General ClassificationInstance Segmentation | CodeCode Available | 0 |
