| Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network | Jul 23, 2023 | DecoderExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 | 5 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things | Nov 6, 2023 | Generative Adversarial NetworkImage Compression | CodeCode Available | 1 | 5 |
| LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation | Jul 19, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Deep learning for radar data exploitation of autonomous vehicle | Mar 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| CTVIS: Consistent Training for Online Video Instance Segmentation | Jul 24, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation | Jan 4, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| High-Resolution Swin Transformer for Automatic Medical Image Segmentation | Jul 23, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| High-Resolution Representations for Labeling Pixels and Regions | Apr 9, 2019 | Face AlignmentFacial Landmark Detection | CodeCode Available | 1 | 5 |
| AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation | Mar 3, 2024 | Earth ObservationImage Segmentation | CodeCode Available | 1 | 5 |
| HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving | Mar 22, 2025 | Autonomous DrivingRepresentation Learning | CodeCode Available | 1 | 5 |
| Recurrent Mask Refinement for Few-Shot Medical Image Segmentation | Aug 2, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 | 5 |
| RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks | Apr 14, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| LGD: Label-guided Self-distillation for Object Detection | Sep 23, 2021 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| AIO-P: Expanding Neural Performance Predictors Beyond Image Classification | Nov 30, 2022 | 2D Human Pose EstimationClassification | CodeCode Available | 1 | 5 |
| Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation | Dec 27, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification | Feb 12, 2025 | Cell SegmentationImage Generation | 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 |
| AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning | Jul 13, 2020 | Data AblationDepth Estimation | CodeCode Available | 1 | 5 |
| HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images | Sep 1, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 | 5 |
| Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation | Jan 3, 2023 | BenchmarkingFew-shot Instance Segmentation | CodeCode Available | 1 | 5 |
| Lidar Annotation Is All You Need | Nov 8, 2023 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| Referring Video Object Segmentation via Language-aligned Track Selection | Dec 2, 2024 | ObjectObject Tracking | CodeCode Available | 1 | 5 |
| Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN | Feb 21, 2023 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| Refine and Represent: Region-to-Object Representation Learning | Aug 25, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images | Dec 16, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features | Nov 23, 2020 | 3D Room Layouts From A Single RGB PanoramaDepth Estimation | CodeCode Available | 1 | 5 |
| LLMBind: A Unified Modality-Task Integration Framework | Feb 22, 2024 | AI AgentAudio Generation | CodeCode Available | 1 | 5 |
| Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition | Feb 20, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| 3D Part Guided Image Editing for Fine-Grained Object Understanding | Jun 1, 2020 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 | 5 |
| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | May 13, 2019 | Domain GeneralizationImage Captioning | CodeCode Available | 1 | 5 |
| HoughNet: Integrating near and long-range evidence for visual detection | Apr 14, 2021 | 3D Object DetectionImage Generation | CodeCode Available | 1 | 5 |
| HoVer-UNet: Accelerating HoVerNet with UNet-based multi-class nuclei segmentation via knowledge distillation | Nov 21, 2023 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception | May 12, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation | Jul 25, 2021 | Auxiliary Learningimage-classification | CodeCode Available | 1 | 5 |
| Let-It-Flow: Simultaneous Optimization of 3D Flow and Object Clustering | Apr 12, 2024 | ClusteringInstance Segmentation | CodeCode Available | 1 | 5 |
| Region-Based Representations Revisited | Feb 4, 2024 | Image RetrievalRetrieval | CodeCode Available | 1 | 5 |
| CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers | Mar 12, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 | 5 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | CodeCode Available | 1 | 5 |
| How to Reduce Change Detection to Semantic Segmentation | Jun 15, 2022 | Change DetectionScene Change Detection | CodeCode Available | 1 | 5 |
| LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation | Dec 5, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers | Jun 18, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| How Well Do Self-Supervised Models Transfer? | Nov 26, 2020 | Classifier calibrationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 | 5 |
| Regularized Loss for Weakly Supervised Single Class Semantic Segmentation | Aug 1, 2020 | ObjectSegmentation | 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 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation | Jun 11, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 | 5 |
| LESS: Label-Efficient and Single-Stage Referring 3D Segmentation | Oct 17, 2024 | cross-modal alignmentInstance Segmentation | CodeCode Available | 1 | 5 |
