| Self-Learning AI Framework for Skin Lesion Image Segmentation and Classification | Jan 4, 2020 | ClassificationClustering | —Unverified | 0 |
| Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation | Jan 25, 2018 | Image SegmentationLesion Detection | —Unverified | 0 |
| Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation | Jul 20, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SelfMedHPM: Self Pre-training With Hard Patches Mining Masked Autoencoders For Medical Image Segmentation | Apr 3, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Self-Mutating Network for Domain Adaptive Segmentation in Aerial Images | Jan 1, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation | Aug 7, 2019 | Language AcquisitionSegmentation | —Unverified | 0 |
| Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds | Jul 27, 2020 | Instance SegmentationPrediction | —Unverified | 0 |
| Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation | Jun 15, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation | Feb 2, 2025 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation | Oct 30, 2022 | Few-Shot Semantic SegmentationSegmentation | —Unverified | 0 |
| Self-Regulation for Semantic Segmentation | Aug 22, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| SelfSeg: A Self-supervised Sub-word Segmentation Method for Neural Machine Translation | Jul 31, 2023 | de-enfr-en | —Unverified | 0 |
| Self-semantic contour adaptation for cross modality brain tumor segmentation | Jan 13, 2022 | Brain Tumor SegmentationDomain Adaptation | —Unverified | 0 |
| Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data | Jul 22, 2023 | Image-to-Image TranslationSegmentation | —Unverified | 0 |
| Self-Supervised Audio-Visual Co-Segmentation | Apr 18, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| Self-supervised Brain Lesion Generation for Effective Data Augmentation of Medical Images | Jun 21, 2024 | Data AugmentationLesion Segmentation | —Unverified | 0 |
| Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation | Aug 8, 2022 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation | Aug 1, 2020 | Domain AdaptationGenerative Adversarial Network | —Unverified | 0 |
| Self-supervised Depth Estimation to Regularise Semantic Segmentation in Knee Arthroscopy | Jul 5, 2020 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Self-Supervised Domain Mismatch Estimation for Autonomous Perception | Jun 15, 2020 | Autonomous DrivingImage Reconstruction | —Unverified | 0 |
| Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection | Sep 26, 2022 | Anomaly DetectionSegmentation | —Unverified | 0 |
| Self-Supervised Image Representation Learning with Geometric Set Consistency | Mar 29, 2022 | Contrastive LearningInstance Segmentation | —Unverified | 0 |
| Self-Supervised Instance Segmentation by Grasping | May 10, 2023 | Instance SegmentationRobotic Grasping | —Unverified | 0 |
| Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach | Jul 19, 2022 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
| Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout | Sep 29, 2021 | Brain Tumor SegmentationMedical Image Analysis | —Unverified | 0 |
| Self-Supervised Learning for Cardiac MR Image Segmentation by Anatomical Position Prediction | Jul 5, 2019 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Self-Supervised Learning for Image Segmentation: A Comprehensive Survey | May 19, 2025 | ArticlesImage Segmentation | —Unverified | 0 |
| Self-Supervised Learning for Organs At Risk and Tumor Segmentation with Uncertainty Quantification | May 4, 2023 | SegmentationSelf-Supervised Learning | —Unverified | 0 |
| Self-Supervised Learning for Segmentation | Jan 14, 2021 | Computed Tomography (CT)Segmentation | —Unverified | 0 |
| Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina | Aug 5, 2021 | Lesion SegmentationSegmentation | —Unverified | 0 |
| Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models | Jun 19, 2021 | DecoderPoint Cloud Segmentation | —Unverified | 0 |
| Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness | Jul 7, 2024 | Activity RecognitionScene Understanding | —Unverified | 0 |
| Self-supervised Learning with Fully Convolutional Networks | Dec 18, 2020 | SegmentationSelf-Supervised Learning | —Unverified | 0 |
| Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation | Jul 10, 2022 | Objectobject-detection | —Unverified | 0 |
| Self-Supervised Object-in-Gripper Segmentation from Robotic Motions | Feb 11, 2020 | 3D Object Reconstruction3D Reconstruction | —Unverified | 0 |
| Self-Supervised Pretraining for Aerial Road Extraction | Mar 31, 2025 | Image SegmentationSegmentation | —Unverified | 0 |
| Self-supervised Pre-training for Semantic Segmentation in an Indoor Scene | Oct 4, 2022 | Contrastive LearningObject Rearrangement | —Unverified | 0 |
| Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation | Jul 17, 2022 | Anomaly DetectionImage Segmentation | —Unverified | 0 |
| Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label | Feb 15, 2023 | Image SegmentationSegmentation | —Unverified | 0 |
| Self-Supervised Relative Depth Learning for Urban Scene Understanding | Dec 13, 2017 | Depth EstimationMonocular Depth Estimation | —Unverified | 0 |
| Self-Supervised Representation Learning from Flow Equivariance | Jan 16, 2021 | Instance Segmentationobject-detection | —Unverified | 0 |
| Self-supervised Scene Text Segmentation with Object-centric Layered Representations Augmented by Text Regions | Aug 25, 2023 | SegmentationStyle Transfer | —Unverified | 0 |
| Self-supervised Segmentation via Background Inpainting | Nov 11, 2020 | Human DetectionObject | —Unverified | 0 |
| Self-supervised Semantic Segmentation Grounded in Visual Concepts | Mar 25, 2022 | Representation LearningSegmentation | —Unverified | 0 |
| Self-supervised Sparse to Dense Motion Segmentation | Aug 18, 2020 | Motion SegmentationSegmentation | —Unverified | 0 |
| Self-supervised Training of Proposal-based Segmentation via Background Prediction | Jul 18, 2019 | Objectobject-detection | —Unverified | 0 |
| Self-supervised Tumor Segmentation through Layer Decomposition | Sep 7, 2021 | Brain Tumor SegmentationData Augmentation | —Unverified | 0 |
| Self-Supervised Tuning for Few-Shot Segmentation | Apr 12, 2020 | Meta-LearningSegmentation | —Unverified | 0 |
| Self-mentoring: a new deep learning pipeline to train a self-supervised U-net for few-shot learning of bio-artificial capsule segmentation | May 22, 2022 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Self-Supervised U-Net for Segmenting Flat and Sessile Polyps | Oct 17, 2021 | Segmentation | —Unverified | 0 |