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Papers
TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation
MIDL 2026
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation Benchmark
CVPR 2025
Parameter Efficient Fine-Tuning of Segment Anything Model for Biomedical Imaging
MIDL 2025
Hyper-Convolution Networks for Biomedical Image Segmentation
WACV 2022
Ensembling Low Precision Models for Binary Biomedical Image Segmentation
WACV 2021
Non-Local U-Nets for Biomedical Image Segmentation
AAAI 2020
Object-Guided Instance Segmentation for Biological Images
AAAI 2020
Biomedical Image Segmentation via Representative Annotation
AAAI 2019
Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation
CVPR 2019
Learning Multi-Class Segmentations From Single-Class Datasets
CVPR 2019
Non-Local Context Encoder: Robust Biomedical Image Segmentation against Adversarial Attacks
AAAI 2019
SPDA: Superpixel-based Data Augmentation for Biomedical Image Segmentation
MIDL 2019
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation
CVPR 2018
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation
NeurIPS 2016