| LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation | Jan 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| PSSTRNet: Progressive Segmentation-guided Scene Text Removal Network | Jun 13, 2023 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of Pneumothorax | Mar 2, 2023 | DescriptiveImage Captioning | CodeCode Available | 1 | 5 |
| Affinity LCFCN: Learning to Segment Fish with Weak Supervision | Nov 6, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans | Sep 10, 2020 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analyses | Nov 16, 2023 | Lesion DetectionLesion Segmentation | CodeCode Available | 1 | 5 |
| Continual Learning for Abdominal Multi-Organ and Tumor Segmentation | Jun 1, 2023 | Continual LearningOrgan Segmentation | CodeCode Available | 1 | 5 |
| Extrinsic Camera Calibration with Semantic Segmentation | Aug 8, 2022 | Camera Calibrationparameter estimation | CodeCode Available | 1 | 5 |
| Local-Global Context Aware Transformer for Language-Guided Video Segmentation | Mar 18, 2022 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis | Jun 9, 2022 | One-Shot SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map | May 6, 2025 | Dataset GenerationSegmentation | CodeCode Available | 1 | 5 |
| Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation | Jun 28, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 | 5 |
| LIVECell—A large-scale dataset for label-free live cell segmentation | Aug 30, 2021 | Cell SegmentationCultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Facial Wrinkle Segmentation for Cosmetic Dermatology: Pretraining with Texture Map-Based Weak Supervision | Aug 19, 2024 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| FactSeg: Foreground Activation Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery | Jul 27, 2021 | DecoderObject | CodeCode Available | 1 | 5 |
| Quality-Aware Memory Network for Interactive Volumetric Image Segmentation | Jun 20, 2021 | Active LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation | Feb 24, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Disentangled Representation Learning in Cardiac Image Analysis | Mar 22, 2019 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| False Negative/Positive Control for SAM on Noisy Medical Images | Aug 20, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Context-self contrastive pretraining for crop type semantic segmentation | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation | Mar 17, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Context Prior for Scene Segmentation | Apr 3, 2020 | Scene SegmentationScene Understanding | CodeCode Available | 1 | 5 |
| Lite Vision Transformer with Enhanced Self-Attention | Dec 20, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography Images | Mar 12, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
