WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Nov 3, 2021 GPU Image Segmentation
Code Code Available Partial supervision for the FeTA challenge 2021 Nov 3, 2021 Brain Segmentation Image Segmentation
Code Code Available Unsupervised Foreground Extraction via Deep Region Competition Oct 29, 2021 Image Segmentation Inductive Bias
Code Code Available BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Oct 27, 2021 Image Segmentation Segmentation
Code Code Available MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels Oct 23, 2021 Decoder image-classification
Code Code Available Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Oct 17, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Continuous Conditional Random Field Convolution for Point Cloud Segmentation Oct 12, 2021 Image Segmentation Point Cloud Segmentation
Code Code Available Vit-GAN: Image-to-image Translation with Vision Transformes and Conditional GANS Oct 11, 2021 Image Segmentation Image-to-Image Translation
Code Code Available MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation Oct 11, 2021 Fault Detection Image Segmentation
Code Code Available ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training Oct 11, 2021 Federated Learning Image Segmentation
Code Code Available Clustering Plotted Data by Image Segmentation Oct 6, 2021 Clustering Image Segmentation
Code Code Available E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge Oct 6, 2021 Brain Tumor Segmentation Decoder
Code Code Available Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation Oct 5, 2021 Data Augmentation Deep Learning
Code Code Available Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation Oct 5, 2021 Data Augmentation Image Segmentation
Code Code Available Bounding Box Tightness Prior for Weakly Supervised Image Segmentation Oct 3, 2021 Image Segmentation Multiple Instance Learning
Code Code Available Training on Polar Image Transformations Improves Biomedical Image Segmentation Sep 29, 2021 Image Segmentation Lesion Segmentation
Code Code Available Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Sep 21, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Segmentation with mixed supervision: Confidence maximization helps knowledge distillation Sep 21, 2021 Image Segmentation Knowledge Distillation
Code Code Available EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow Sep 20, 2021 Image Segmentation Interactive Segmentation
Code Code Available Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Sep 19, 2021 Denoising Domain Adaptation
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available MISSFormer: An Effective Medical Image Segmentation Transformer Sep 15, 2021 Cardiac Segmentation Image Segmentation
Code Code Available Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation Sep 15, 2021 Contrastive Learning Image Segmentation
Code Code Available Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Sep 9, 2021 Decoder Image Segmentation
Code Code Available nnFormer: Interleaved Transformer for Volumetric Segmentation Sep 7, 2021 Image Segmentation Inductive Bias
Code Code Available Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement Sep 6, 2021 Image Segmentation Land Cover Classification
Code Code Available Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks Sep 3, 2021 Decoder Image Segmentation
Code Code Available LIVECell—A large-scale dataset for label-free live cell segmentation Aug 30, 2021 Cell Segmentation Cultural Vocal Bursts Intensity Prediction
Code Code Available ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation Aug 27, 2021 Image Segmentation Semantic Segmentation
Code Code Available Single-Image Specular Highlight Removal via Real-World Dataset Construction Aug 27, 2021 Generative Adversarial Network Highlight Detection
Code Code Available Mining Contextual Information Beyond Image for Semantic Segmentation Aug 26, 2021 Image Segmentation Segmentation
Code Code Available Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training Aug 26, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts Aug 26, 2021 Continual Learning Image Reconstruction
Code Code Available Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation Aug 25, 2021 Image Segmentation Medical Image Segmentation
Code Code Available Efficient Medical Image Segmentation Based on Knowledge Distillation Aug 23, 2021 Image Segmentation Knowledge Distillation
Code Code Available Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Aug 17, 2021 Diversity Image Segmentation
Code Code Available spectrai: A deep learning framework for spectral data Aug 17, 2021 Deep Learning Denoising
Code Code Available Towards to Robust and Generalized Medical Image Segmentation Framework Aug 9, 2021 Image Reconstruction Image Segmentation
Code Code Available Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation Aug 7, 2021 Cardiac Segmentation Data Augmentation
Code Code Available Source-Free Domain Adaptation for Image Segmentation Aug 6, 2021 Cardiac Segmentation Domain Adaptation
Code Code Available Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows Aug 4, 2021 Decision Making Image Segmentation
Code Code Available Region-wise Loss for Biomedical Image Segmentation Aug 3, 2021 Image Segmentation Semantic Segmentation
Code Code Available Recurrent Mask Refinement for Few-Shot Medical Image Segmentation Aug 2, 2021 Few-Shot Learning Image Segmentation
Code Code Available Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels Jul 29, 2021 Contrastive Learning image-classification
Code Code Available Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation Jul 26, 2021 Decoder Image Segmentation
Code Code Available Segmentation in Style: Unsupervised Semantic Image Segmentation with Stylegan and CLIP Jul 26, 2021 Image Segmentation Segmentation
Code Code Available Personalized Image Semantic Segmentation Jul 24, 2021 Image Segmentation Segmentation
Code Code Available Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation Jul 21, 2021 Computed Tomography (CT) Image Segmentation
Code Code Available Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation Jul 21, 2021 Image Segmentation Medical Image Analysis
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