conftrace_

medical image segmentation

351 papers

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Also known as

MIS

Co-occurring keywords

semantic segmentation (3186) semi-supervised learning (2341) medical imaging (971) image segmentation (971) domain adaptation (4595) convolutional neural network (4226) self-supervised learning (3777) attention mechanism (4001) domain generalization (1522) few-shot learning (3398)

Papers

Image-Level Regression for Uncertainty-Aware Retinal Image Segmentation WACV 2025
Learning Semi-Supervised Medical Image Segmentation from Spatial Registration WACV 2025
Dual-calibrated Co-training Framework for Personalized Federated Semi-Supervised Medical Image Segmentation AAAI 2025
beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation CVPR 2025
MaskSAM: Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation ICCV 2025
SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images ICCV 2025
Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation AAAI 2025
GapMatch: Bridging Instance and Model Perturbations for Enhanced Semi-Supervised Medical Image Segmentation AAAI 2025
CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation CVPR 2025
AIF-SFDA: Autonomous Information Filter Driven Source-Free Domain Adaptation for Medical Image Segmentation AAAI 2025
Reviving Poor Object Segmentations in OOD Medical Images using Variational-Deep-PCA Modeling on Segmentation Maps with Sampling-Free Learning WACV 2025
A Semantic Knowledge Complementarity based Decoupling Framework for Semi-supervised Class-imbalanced Medical Image Segmentation CVPR 2025
ConDSeg: A General Medical Image Segmentation Framework via Contrast-Driven Feature Enhancement AAAI 2025
Revisiting MAE Pre-training for 3D Medical Image Segmentation CVPR 2025
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025
Minding Fuzzy Regions: A Data-driven Alternating Learning Paradigm for Stable Lesion Segmentation CVPR 2025
Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025
Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images CVPR 2025
CFII-Net: Explicit Class Embeddings and Feature Maps Through Iterative Interaction for Boosting Medical Image Segmentation IJCAI 2025
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025
Rethinking U-Net: Task-Adaptive Mixture of Skip Connections for Enhanced Medical Image Segmentation AAAI 2025
Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation CVPR 2025