| Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs | Mar 13, 2017 | General ClassificationImage Segmentation | CodeCode Available | 0 |
| DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation | Sep 1, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans | Jun 17, 2019 | Semantic Segmentation | CodeCode Available | 0 |
| Deep Structured Prediction with Nonlinear Output Transformations | Nov 1, 2018 | PredictionSemantic Segmentation | CodeCode Available | 0 |
| DeepSportLab: a Unified Framework for Ball Detection, Player Instance Segmentation and Pose Estimation in Team Sports Scenes | Dec 1, 2021 | Instance SegmentationPose Estimation | CodeCode Available | 0 |
| CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing | Sep 30, 2019 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| DeepSPG: Exploring Deep Semantic Prior Guidance for Low-light Image Enhancement with Multimodal Learning | Apr 27, 2025 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 0 |
| Deep Spectral Improvement for Unsupervised Image Instance Segmentation | Feb 4, 2024 | graph partitioningInstance Segmentation | CodeCode Available | 0 |
| DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images | Sep 13, 2016 | Multi-Task LearningObject | CodeCode Available | 0 |
| MASNet: A Robust Deep Marine Animal Segmentation Network | May 1, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| Capsules for Object Segmentation | Apr 11, 2018 | image-classificationObject | CodeCode Available | 0 |
| Deep Semantic Segmentation in an AUV for Online Posidonia Oceanica Meadows identification | Jun 22, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Can Textual Semantics Mitigate Sounding Object Segmentation Preference? | Jul 15, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Can point cloud networks learn statistical shape models of anatomies? | May 9, 2023 | DecoderSemantic Segmentation | CodeCode Available | 0 |
| Deep learning-based interactive segmentation in remote sensing | Aug 25, 2023 | Deep LearningInteractive Segmentation | CodeCode Available | 0 |
| Learning Shape Representation on Sparse Point Clouds for Volumetric Image Segmentation | Jun 5, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Learning Shape Templates with Structured Implicit Functions | Apr 12, 2019 | Semantic Segmentation | CodeCode Available | 0 |
| Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows | Jul 1, 2021 | Autonomous NavigationSegmentation | CodeCode Available | 0 |
| GIRAFE: Glottal Imaging Dataset for Advanced Segmentation, Analysis, and Facilitative Playbacks Evaluation | Dec 19, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation | Jun 8, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 0 |
| A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation | Jun 22, 2021 | Domain AdaptationRepresentation Learning | CodeCode Available | 0 |
| Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection | Aug 4, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Adversarial Robustness Analysis of Vision-Language Models in Medical Image Segmentation | May 5, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch Attack | Aug 27, 2024 | Adversarial AttackAutonomous Driving | CodeCode Available | 0 |
| Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation | Jul 26, 2024 | Domain GeneralizationSemantic Segmentation | CodeCode Available | 0 |
| DeepGCNs: Can GCNs Go as Deep as CNNs? | Apr 7, 2019 | 3D Semantic SegmentationGraph Classification | CodeCode Available | 0 |
| Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net | May 22, 2020 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation | Mar 19, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildings | Mar 16, 2023 | Earth ObservationSemantic Segmentation | CodeCode Available | 0 |
| Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs | Mar 12, 2021 | Computed Tomography (CT)COVID-19 Image Segmentation | CodeCode Available | 0 |
| GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation | Apr 27, 2024 | BraTS2021Image Segmentation | CodeCode Available | 0 |
| Deep Segmentation and Registration in X-Ray Angiography Video | May 16, 2018 | Optical Flow EstimationPosition | CodeCode Available | 0 |
| CANet: Context aware network with dual-stream pyramid for medical image segmentation | Mar 5, 2023 | 2D Semantic SegmentationDecoder | CodeCode Available | 0 |
| DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos | Jul 4, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Deep Neural Networks with Box Convolutions | Dec 1, 2018 | Semantic Segmentation | CodeCode Available | 0 |
| Global and Local Features through Gaussian Mixture Models on Image Semantic Segmentation | Jul 19, 2022 | ClusteringSegmentation | CodeCode Available | 0 |
| CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning | Mar 6, 2019 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 0 |
| CAM-Seg: A Continuous-valued Embedding Approach for Semantic Image Generation | Mar 19, 2025 | Domain AdaptationImage Generation | CodeCode Available | 0 |
| CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation | Aug 28, 2019 | Image SegmentationMultiple Instance Learning | CodeCode Available | 0 |
| Learning structure-aware semantic segmentation with image-level supervision | Apr 15, 2021 | Boundary DetectionCommon Sense Reasoning | CodeCode Available | 0 |
| Deep Neural Networks Motivated by Partial Differential Equations | Apr 12, 2018 | Denoisingimage-classification | CodeCode Available | 0 |
| Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation | Sep 25, 2023 | Contrastive LearningDomain Generalization | CodeCode Available | 0 |
| Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time | Oct 1, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation | Oct 31, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Deep Monocular Hazard Detection for Safe Small Body Landing | Jan 30, 2023 | Semantic Segmentation | CodeCode Available | 0 |
| Learning Structured Output Representation using Deep Conditional Generative Models | Dec 1, 2015 | PredictionSemantic Segmentation | CodeCode Available | 0 |
| Calibrating Segmentation Networks with Margin-based Label Smoothing | Sep 9, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Interpolated SelectionConv for Spherical Images and Surfaces | Oct 18, 2022 | Semantic SegmentationStyle Transfer | CodeCode Available | 0 |
| Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks | Aug 16, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Deep mineralogical segmentation of thin section images based on QEMSCAN maps | May 22, 2025 | Image RegistrationSemantic Segmentation | CodeCode Available | 0 |
