| Context-Aware Mixup for Domain Adaptive Semantic Segmentation | Aug 8, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts | Nov 6, 2024 | Domain GeneralizationOut of Distribution (OOD) Detection | CodeCode Available | 1 | 5 |
| Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation | Dec 4, 2023 | DiversityDomain Adaptation | CodeCode Available | 1 | 5 |
| A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation | Jun 14, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Generalized Category Discovery in Semantic Segmentation | Nov 20, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Content-Consistent Matching for Domain Adaptive Semantic Segmentation | Aug 1, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Generalizable Model-agnostic Semantic Segmentation via Target-specific Normalization | Mar 27, 2020 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| Container: Context Aggregation Networks | Dec 1, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 | 5 |
| Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers | Jun 3, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations | Jan 24, 2018 | Adversarial AttackDepth Estimation | CodeCode Available | 1 | 5 |
| Context-aware Feature Generation for Zero-shot Semantic Segmentation | Aug 16, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Container: Context Aggregation Network | Jun 2, 2021 | Image ClassificationInductive Bias | CodeCode Available | 1 | 5 |
| ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation Transformer | Jan 29, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration | Aug 8, 2022 | Image RestorationImage Segmentation | CodeCode Available | 1 | 5 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | Aug 25, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image Segmentation | Sep 4, 2023 | Histopathological SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| A One Stop 3D Target Reconstruction and multilevel Segmentation Method | Aug 14, 2023 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 1 | 5 |
| Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal Sampling | Jun 6, 2024 | Image SegmentationNeRF | CodeCode Available | 1 | 5 |
| A De-raining semantic segmentation network for real-time foreground segmentation | Apr 16, 2021 | DecoderForeground 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 |
| GeNAS: Neural Architecture Search with Better Generalization | May 15, 2023 | Neural Architecture Searchobject-detection | CodeCode Available | 1 | 5 |
| AnyStar: Domain randomized universal star-convex 3D instance segmentation | Jul 13, 2023 | 3D Instance SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| GCtx-UNet: Efficient Network for Medical Image Segmentation | Jun 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Dense Material Segmentation Dataset for Indoor and Outdoor Scene Parsing | Jul 21, 2022 | Material ClassificationMaterial Recognition | CodeCode Available | 1 | 5 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | 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 |
| GDB: Gated convolutions-based Document Binarization | Feb 4, 2023 | BinarizationImage Enhancement | CodeCode Available | 1 | 5 |
| GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region Removal | Jun 3, 2025 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Conformer: Local Features Coupling Global Representations for Visual Recognition | May 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| A Dempster-Shafer approach to trustworthy AI with application to fetal brain MRI segmentation | Apr 5, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| GazeSAM: What You See is What You Segment | Apr 26, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| BUSIS: A Benchmark for Breast Ultrasound Image Segmentation | Jan 9, 2018 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation | Jul 3, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Gaze-Assisted Medical Image Segmentation | Oct 23, 2024 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data | Mar 6, 2025 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation | Jul 29, 2021 | Domain AdaptationHallucination | CodeCode Available | 1 | 5 |
| Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation | Jun 1, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | 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 |
| Scaling Out-of-Distribution Detection for Real-World Settings | Nov 25, 2019 | Anomaly SegmentationOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation | Mar 16, 2021 | Adversarial AttackObject | CodeCode Available | 1 | 5 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation | Oct 24, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation | Apr 25, 2023 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 | 5 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data | May 24, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments | Mar 7, 2021 | Deep Reinforcement LearningRobot Navigation | CodeCode Available | 1 | 5 |
| CondNet: Conditional Classifier for Scene Segmentation | Sep 21, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| GAInS: Gradient Anomaly-aware Biomedical Instance Segmentation | Sep 21, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Instance Semantic Segmentation Benefits from Generative Adversarial Networks | Oct 26, 2020 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 | 5 |
