| Decoupling Zero-Shot Semantic Segmentation | Dec 15, 2021 | Open Vocabulary Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Decoupling Common and Unique Representations for Multimodal Self-supervised Learning | Sep 11, 2023 | Scene ClassificationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Interfacing Foundation Models' Embeddings | Dec 12, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation | Jul 1, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| InterFormer: Real-time Interactive Image Segmentation | Apr 6, 2023 | Computational EfficiencyCPU | CodeCode Available | 1 | 5 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 | 5 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 | 5 |
| MambaMIM: Pre-training Mamba with State Space Token Interpolation and its Application to Medical Image Segmentation | Aug 15, 2024 | Image SegmentationMamba | CodeCode Available | 1 | 5 |
| Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation | Feb 13, 2023 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 | 5 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation | Sep 20, 2022 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Deformable Convolutional Networks | Mar 17, 2017 | Object DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 | May 20, 2020 | 3D Semantic SegmentationAutoML | CodeCode Available | 1 | 5 |
| Intra-class Feature Variation Distillation for Semantic Segmentation | Aug 1, 2020 | Knowledge DistillationSegmentation | CodeCode Available | 1 | 5 |
| Intra-Source Style Augmentation for Improved Domain Generalization | Oct 18, 2022 | Autonomous DrivingDiversity | CodeCode Available | 1 | 5 |
| Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization | Jul 2, 2023 | Autonomous DrivingData Augmentation | CodeCode Available | 1 | 5 |
| Deep clustering: Discriminative embeddings for segmentation and separation | Aug 18, 2015 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation | Sep 19, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data | Jan 7, 2022 | Image SegmentationMulti-Label Classification | CodeCode Available | 1 | 5 |
| Making a Case for 3D Convolutions for Object Segmentation in Videos | Aug 26, 2020 | DecoderSegmentation | CodeCode Available | 1 | 5 |
