| LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos | Jul 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation | Jan 3, 2024 | Deep LearningSegmentation | CodeCode Available | 0 | 5 |
| LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation | Aug 17, 2023 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation | Feb 5, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 0 | 5 |
| CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration | Oct 3, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Automated Deep Photo Style Transfer | Jan 12, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Automatic salt deposits segmentation: A deep learning approach | Nov 21, 2018 | Deep LearningSegmentation | CodeCode Available | 0 | 5 |
| Less is Better: A cognitively inspired unsupervised model for language segmentation | Dec 1, 2020 | Segmentation | CodeCode Available | 0 | 5 |
| Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts | May 25, 2019 | graph partitioningImage Segmentation | CodeCode Available | 0 | 5 |
| Learn to Segment Retinal Lesions and Beyond | Dec 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Learning Zero-Shot Material States Segmentation, by Implanting Natural Image Patterns in Synthetic Data | Mar 5, 2024 | Material RecognitionSegmentation | CodeCode Available | 0 | 5 |
| LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation | May 7, 2019 | DecoderReal-Time Semantic Segmentation | CodeCode Available | 0 | 5 |
| A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains | Dec 24, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Automated Behavioral Analysis Using Instance Segmentation | Dec 12, 2023 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learning with minimal effort: leveraging in silico labeling for cell and nucleus segmentation | Jan 10, 2023 | Cell SegmentationSegmentation | CodeCode Available | 0 | 5 |
| LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections | Apr 14, 2022 | Decision MakingSegmentation | CodeCode Available | 0 | 5 |
| Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative | Nov 30, 2022 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| Learning Where to Look While Tracking Instruments in Robot-assisted Surgery | Jun 29, 2019 | Segmentation | CodeCode Available | 0 | 5 |
| CS^2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human Intervention | Jun 20, 2022 | DiagnosticImage Generation | CodeCode Available | 0 | 5 |
| Discriminative features pyramid network for medical image segmentation | Apr 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| CRVOS: Clue Refining Network for Video Object Segmentation | Feb 10, 2020 | DecoderObject | CodeCode Available | 0 | 5 |
| Learning Video-independent Eye Contact Segmentation from In-the-Wild Videos | Oct 5, 2022 | Contact DetectionSegmentation | CodeCode Available | 0 | 5 |
| Learning Video Object Segmentation from Static Images | Dec 8, 2016 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Learning With Context Feedback Loop for Robust Medical Image Segmentation | Mar 4, 2021 | Deep LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning | Jun 8, 2021 | Deep Reinforcement LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Leveraging GAN Priors for Few-Shot Part Segmentation | Jul 27, 2022 | Image GenerationSegmentation | CodeCode Available | 0 | 5 |
| Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation | Oct 14, 2024 | Boundary DetectionImage Segmentation | CodeCode Available | 0 | 5 |
| MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation | Jul 5, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation | Apr 12, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Learning to Segment Breast Biopsy Whole Slide Images | Sep 8, 2017 | DecoderDiagnostic | CodeCode Available | 0 | 5 |
| Learning to Segment Every Thing | Nov 28, 2017 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Cross-Shape Attention for Part Segmentation of 3D Point Clouds | Mar 20, 2020 | 3D Semantic SegmentationRetrieval | CodeCode Available | 0 | 5 |
| AutoKary2022: A Large-Scale Densely Annotated Dataset for Chromosome Instance Segmentation | Mar 28, 2023 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learning to "Segment Anything" in Thermal Infrared Images through Knowledge Distillation with a Large Scale Dataset SATIR | Apr 17, 2023 | Image SegmentationKnowledge Distillation | CodeCode Available | 0 | 5 |
| Learning to Segment Object Candidates | Jun 20, 2015 | Objectobject-detection | CodeCode Available | 0 | 5 |
| Autofocus Layer for Semantic Segmentation | May 22, 2018 | Brain Tumor SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Cross-modal tumor segmentation using generative blending augmentation and self training | Apr 4, 2023 | Data AugmentationImage Generation | CodeCode Available | 0 | 5 |
| Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical video | Jul 22, 2024 | DisentanglementKnowledge Distillation | CodeCode Available | 0 | 5 |
| Learning to Generate Training Datasets for Robust Semantic Segmentation | Aug 1, 2023 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 | 5 |
| DISIR: Deep Image Segmentation with Interactive Refinement | Mar 31, 2020 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 | 5 |
| Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic Segmentation | Apr 13, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| 3-D PET Image Generation with tumour masks using TGAN | Nov 2, 2021 | Image GenerationImage Segmentation | CodeCode Available | 0 | 5 |
| Learning to See the Invisible: End-to-End Trainable Amodal Instance Segmentation | Apr 24, 2018 | Amodal Instance SegmentationData Augmentation | CodeCode Available | 0 | 5 |
| Learning to Adapt Structured Output Space for Semantic Segmentation | Feb 28, 2018 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 0 | 5 |
| Learning to adapt class-specific features across domains for semantic segmentation | Jan 22, 2020 | Domain AdaptationSegmentation | CodeCode Available | 0 | 5 |
| Learning Temporal Distribution and Spatial Correlation Towards Universal Moving Object Segmentation | Apr 19, 2023 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Towards Learning Structure via Consensus for Face Segmentation and Parsing | Nov 3, 2019 | Segmentation | CodeCode Available | 0 | 5 |
| Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation | May 17, 2021 | Brain Tumor SegmentationDomain Adaptation | CodeCode Available | 0 | 5 |
| ISLE: A Framework for Image Level Semantic Segmentation Ensemble | Mar 14, 2023 | PredictionSegmentation | CodeCode Available | 0 | 5 |
| Cross-modal Cognitive Consensus guided Audio-Visual Segmentation | Oct 10, 2023 | ObjectSegmentation | CodeCode Available | 0 | 5 |
