| A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR | Jul 27, 2021 | AnatomySegmentation | CodeCode Available | 1 | 5 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 | 5 |
| Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation | Jun 11, 2024 | Grounded Multimodal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 | 5 |
| LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation | Jul 19, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Can SAM Segment Polyps? | Apr 15, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| Automatic High Resolution Wire Segmentation and Removal | Apr 1, 2023 | SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Flow-based Video Segmentation for Human Head and Shoulders | Apr 20, 2021 | DecoderImage Matting | CodeCode Available | 1 | 5 |
| Detection-segmentation convolutional neural network for autonomous vehicle perception | Jun 30, 2023 | Autonomous Vehiclesobject-detection | CodeCode Available | 1 | 5 |
| Advancing Generalizable Tumor Segmentation with Anomaly-Aware Open-Vocabulary Attention Maps and Frozen Foundation Diffusion Models | May 5, 2025 | Anomaly SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Development of accurate human head models for personalized electromagnetic dosimetry using deep learning | Feb 21, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Automatic labelling of urban point clouds using data fusion | Aug 31, 2021 | ManagementSegmentation | CodeCode Available | 1 | 5 |
| Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation | Aug 16, 2021 | Conditional Image GenerationSegmentation | 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 |
| 3D Dental Model Segmentation with Geometrical Boundary Preserving | Mar 31, 2025 | Segmentation | CodeCode Available | 1 | 5 |
| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Mar 30, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology | Jun 23, 2023 | Image GenerationSegmentation | CodeCode Available | 1 | 5 |
| Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement | Jul 18, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 | 5 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation | Mar 18, 2023 | DenoisingSegmentation | CodeCode Available | 1 | 5 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 | 5 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball | Jan 1, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
