| DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation | Nov 28, 2023 | DecoderDiversity | CodeCode Available | 1 |
| Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels | Mar 3, 2022 | Anomaly DetectionCardiac Segmentation | CodeCode Available | 1 |
| AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation | Aug 1, 2024 | 3D Semantic SegmentationDomain Generalization | CodeCode Available | 1 |
| Detection-segmentation convolutional neural network for autonomous vehicle perception | Jun 30, 2023 | Autonomous Vehiclesobject-detection | CodeCode Available | 1 |
| Development of accurate human head models for personalized electromagnetic dosimetry using deep learning | Feb 21, 2020 | Segmentation | CodeCode Available | 1 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection | Nov 21, 2022 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations | Jun 19, 2023 | Domain AdaptationRetinal Vessel Segmentation | CodeCode Available | 1 |
| Validating polyp and instrument segmentation methods in colonoscopy through Medico 2020 and MedAI 2021 Challenges | Jul 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation | Aug 5, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation | Aug 21, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Dense Gaussian Processes for Few-Shot Segmentation | Oct 7, 2021 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation | May 19, 2022 | DecoderHippocampus | CodeCode Available | 1 |
| DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange | Aug 13, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| 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 |
| Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy | Jul 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Annotation-efficient learning for OCT segmentation | May 6, 2023 | Segmentation | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| Denoising Diffusion Probabilistic Model for Retinal Image Generation and Segmentation | Aug 16, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| ABANet: Attention boundary-aware network for image segmentation | May 17, 2024 | Face RecognitionFacial Expression Recognition | CodeCode Available | 1 |
| Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets | Jan 2, 2023 | DenoisingSegmentation | CodeCode Available | 1 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Delving into Shape-aware Zero-shot Semantic Segmentation | Apr 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis | Sep 3, 2019 | Brain Tumor SegmentationMedical Diagnosis | CodeCode Available | 1 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation | Jan 19, 2021 | RelationSegmentation | CodeCode Available | 1 |
| Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets | May 12, 2022 | SegmentationSynthetic Data Generation | CodeCode Available | 1 |
| DenoiSeg: Joint Denoising and Segmentation | May 6, 2020 | DenoisingFew-Shot Learning | CodeCode Available | 1 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning | Sep 11, 2024 | SegmentationVideo Polyp Segmentation | CodeCode Available | 1 |
| DroTrack: High-speed Drone-based Object Tracking Under Uncertainty | May 2, 2020 | drone-based object trackingObject | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation | Jun 3, 2024 | Disease Predictionimage-classification | CodeCode Available | 1 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| AAU-net: An Adaptive Attention U-net for Breast Lesions Segmentation in Ultrasound Images | Apr 26, 2022 | Lesion SegmentationSegmentation | 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 |
| Deep Projective 3D Semantic Segmentation | May 9, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep Negative Volume Segmentation | Jun 22, 2020 | Segmentation | CodeCode Available | 1 |
| DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images | Apr 26, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI | Sep 23, 2020 | Hyperparameter OptimizationSegmentation | CodeCode Available | 1 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT | Sep 16, 2021 | Computed Tomography (CT)Multi-Task Learning | CodeCode Available | 1 |