| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Attribute-guided image generation from layout | Aug 27, 2020 | AttributeImage Generation | CodeCode Available | 1 |
| Adversarial Segmentation Loss for Sketch Colorization | Feb 11, 2021 | ColorizationImage Segmentation | CodeCode Available | 1 |
| A Simple Framework for Text-Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DB-SAM: Delving into High Quality Universal Medical Image Segmentation | Oct 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation | Oct 19, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Simple Recipe for Language-guided Domain Generalized Segmentation | Nov 29, 2023 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 |
| DeepAqua: Self-Supervised Semantic Segmentation of Wetland Surface Water Extent with SAR Images using Knowledge Distillation | May 2, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery | Apr 2, 2021 | Decision MakingSemantic Segmentation | CodeCode Available | 1 |
| Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems | Mar 23, 2024 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition | Feb 20, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Dataset Enhancement with Instance-Level Augmentations | Jun 12, 2024 | Data AugmentationObject | CodeCode Available | 1 |
| Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things | Nov 6, 2023 | Generative Adversarial NetworkImage Compression | CodeCode Available | 1 |
| AS-MLP: An Axial Shifted MLP Architecture for Vision | Jul 18, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| DeepIPC: Deeply Integrated Perception and Control for an Autonomous Vehicle in Real Environments | Jul 20, 2022 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching | Apr 17, 2024 | Earth Observationgeo-localization | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation | Jun 12, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation | Jul 11, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities | Dec 14, 2023 | Autonomous NavigationMulti-Task Learning | CodeCode Available | 1 |
| AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation | Sep 30, 2024 | Long-tail LearningSemantic Segmentation | CodeCode Available | 1 |
| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort | Apr 13, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images | Apr 17, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| Augmenting Convolutional networks with attention-based aggregation | Dec 27, 2021 | ClassificationImage Classification | CodeCode Available | 1 |
| Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers | Mar 23, 2021 | Amodal Instance SegmentationBoundary Detection | CodeCode Available | 1 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation | Dec 7, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Augmentation for small object detection | Feb 19, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | CodeCode Available | 1 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation | Feb 2, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation | Feb 23, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Deep Multi-Threshold Spiking-UNet for Image Processing | Jul 20, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions | May 24, 2022 | Semantic SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 |
| 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 |
| DATA: Domain-Aware and Task-Aware Self-supervised Learning | Mar 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation | Apr 22, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Unified Domain Adaptive Semantic Segmentation | Nov 22, 2023 | Data AugmentationOptical Flow Estimation | CodeCode Available | 1 |
