C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation Jun 9, 2025 Contrastive Learning Diagnostic
Code Code Available 5 Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation Sep 4, 2024 Dichotomous Image Segmentation Image Segmentation
Code Code Available 5 Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available 5 CAD: Memory Efficient Convolutional Adapter for Segment Anything Sep 24, 2024 Decoder GPU
Code Code Available 5 Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Oct 27, 2022 Image Segmentation Language Modelling
Code Code Available 5 Interactive Object Segmentation in 3D Point Clouds Apr 14, 2022 3D Instance Segmentation Image Segmentation
Code Code Available 5 Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Jun 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation Jul 25, 2019 Image Segmentation Segmentation
Code Code Available 5 Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation Oct 30, 2022 Image Segmentation Lesion Segmentation
Code Code Available 5 Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Jul 21, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels Mar 3, 2022 Anomaly Detection Cardiac Segmentation
Code Code Available 5 Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty Jan 1, 2023 Computational Efficiency Image Segmentation
Code Code Available 5 Evidence fusion with contextual discounting for multi-modality medical image segmentation Jun 23, 2022 Decoder Image Segmentation
Code Code Available 5 EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices Oct 19, 2024 Decoder Image Segmentation
Code Code Available 5 Input Augmentation with SAM: Boosting Medical Image Segmentation with Segmentation Foundation Model Apr 22, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation Sep 20, 2024 Image Segmentation Referring Expression
Code Code Available 5 Part-aware Panoptic Segmentation Jun 11, 2021 Image Segmentation Panoptic Segmentation
Code Code Available 5 Partial supervision for the FeTA challenge 2021 Nov 3, 2021 Brain Segmentation Image Segmentation
Code Code Available 5 CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Sep 22, 2020 Image Segmentation Lesion Segmentation
Code Code Available 5 Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use? May 3, 2023 Image Segmentation Segmentation
Code Code Available 5 Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Mar 2, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models Aug 15, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Feb 24, 2022 Brain Tumor Segmentation Image Segmentation
Code Code Available 5 Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation Jun 28, 2020 Anatomy Image Segmentation
Code Code Available 5 FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Jul 11, 2024 Domain Adaptation Fairness
Code Code Available 5 Capturing Omni-Range Context for Omnidirectional Segmentation Mar 9, 2021 Autonomous Driving Image Segmentation
Code Code Available 5 False Negative/Positive Control for SAM on Noisy Medical Images Aug 20, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs Jan 25, 2024 Image Segmentation Lesion Segmentation
Code Code Available 5 Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Oct 17, 2021 Image Segmentation Medical Image Segmentation
Code Code Available 5 Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation Mar 24, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 InstantDL-An easy-to-use deep learning pipeline for image segmentation and classification Mar 2, 2021 Deep Learning Image Segmentation
Code Code Available 5 Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes Nov 22, 2021 Image Segmentation Segmentation
Code Code Available 5 1M parameters are enough? A lightweight CNN-based model for medical image segmentation Jun 28, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 CARIS: Context-Augmented Referring Image Segmentation Oct 27, 2023 Decoder Image Segmentation
Code Code Available 5 FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heterogeneous Annotation Noise Dec 20, 2023 Federated Learning Image Segmentation
Code Code Available 5 PHiSeg: Capturing Uncertainty in Medical Image Segmentation Jun 7, 2019 Image Segmentation Medical Image Segmentation
Code Code Available 5 Feature Alignment and Uniformity for Test Time Adaptation Mar 20, 2023 Domain Generalization Image Segmentation
Code Code Available 5 PhraseCut: Language-based Image Segmentation in the Wild Aug 3, 2020 Attribute Diversity
Code Code Available 5 Improving Sketch Colorization using Adversarial Segmentation Consistency Jan 20, 2023 Colorization Image Segmentation
Code Code Available 5 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Mar 10, 2021 Domain Generalization Federated Learning
Code Code Available 5 Continual Learning for Image Segmentation with Dynamic Query Nov 29, 2023 Continual Learning Diversity
Code Code Available 5 Federated nnU-Net for Privacy-Preserving Medical Image Segmentation Mar 4, 2025 Federated Learning Image Segmentation
Code Code Available 5 PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation Sep 8, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Dec 6, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Feb 27, 2024 Decoder Federated Learning
Code Code Available 5 Instructive Feature Enhancement for Dichotomous Medical Image Segmentation Jun 6, 2023 Image Segmentation Medical Image Segmentation
Code Code Available 5 Interactive Segmentation and Visualization for Tiny Objects in Multi-megapixel Images Apr 21, 2022 GPU Image Segmentation
Code Code Available 5 Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer Sep 9, 2023 Diversity Few-Shot Learning
Code Code Available 5 CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention Mar 20, 2025 Image Segmentation Medical Image Segmentation
Code Code Available 5 Learning Hierarchical Image Segmentation For Recognition and By Recognition Oct 1, 2022 Computational Efficiency image-classification
Code Code Available 5 