| Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation | Jan 18, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 |
| Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian Inference | Aug 6, 2021 | Bayesian InferenceForm | CodeCode Available | 1 |
| Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning | Aug 12, 2020 | Image-to-Image TranslationRetrieval | CodeCode Available | 1 |
| Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation | Aug 2, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Dynamic Multimodal Fusion | Mar 31, 2022 | Computational EfficiencySemantic Segmentation | CodeCode Available | 1 |
| Annotation-efficient deep learning for automatic medical image segmentation | Dec 9, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | Mar 3, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation | Jul 30, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models | Oct 27, 2022 | Image SegmentationLanguage Modelling | CodeCode Available | 1 |
| Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning | Dec 9, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation | Jul 19, 2024 | Class-Incremental Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images | Jan 1, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Dynamic Graph Message Passing Networks | Aug 19, 2019 | Image Classificationobject-detection | CodeCode Available | 1 |
| Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation | Jul 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| BuildingNet: Learning to Label 3D Buildings | Oct 11, 2021 | 2k3D Building Mesh Labeling | 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 |
| Dynamic Graph Message Passing Networks for Visual Recognition | Sep 20, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation | Jul 8, 2024 | DecoderObject | CodeCode Available | 1 |
| AutoFocusFormer: Image Segmentation off the Grid | Apr 24, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data | Oct 20, 2021 | 3D Semantic SegmentationLiver Segmentation | CodeCode Available | 1 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 |
| Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and Algorithms | Mar 3, 2021 | Anomaly DetectionSelf-Driving Cars | CodeCode Available | 1 |
| Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation | Apr 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cross-view Transformers for real-time Map-view Semantic Segmentation | May 5, 2022 | Bird's-Eye View Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Dynamic Focus-aware Positional Queries for Semantic Segmentation | Apr 4, 2022 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D Scans | Mar 24, 2024 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation | Jan 6, 2025 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Dynamic Graph CNN for Learning on Point Clouds | Jan 24, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics | Dec 20, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment | Aug 18, 2019 | Few-Shot Semantic SegmentationMetric Learning | CodeCode Available | 1 |
| PANet: LiDAR Panoptic Segmentation with Sparse Instance Proposal and Aggregation | Jun 27, 2023 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network | Jul 23, 2023 | DecoderExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 |
| CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation | Aug 1, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 |
| CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes | Jul 1, 2024 | Autonomous VehiclesImage Segmentation | CodeCode Available | 1 |
| Dynamic Convolution for 3D Point Cloud Instance Segmentation | Jul 18, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images | Dec 7, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Automated Classification of Cell Shapes: A Comparative Evaluation of Shape Descriptors | Nov 1, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Dynamic Dictionary Learning for Remote Sensing Image Segmentation | Mar 9, 2025 | Dictionary LearningImage Segmentation | CodeCode Available | 1 |
| CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows | Jul 1, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
