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biomedical imaging

43 papers

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Co-occurring keywords

medical imaging (971) convolutional neural network (4226) image segmentation (971) 3d segmentation (97) vision-language model (2348) instance segmentation (738) self-supervised learning (3777) domain adaptation (4595) biomedical image segmentation (13) biomedical image analysis (7)

Papers

Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022
Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) AAAI 2022
DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images CVPR 2021
Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience NIPS 2021
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model JMLR 2021
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification AAAI 2021
Biomedical Image Segmentation via Representative Annotation AAAI 2019
Deep Reinforcement Learning for Subpixel Neural Tracking MIDL 2019
Topology Reconstruction of Tree-Like Structure in Images via Structural Similarity Measure and Dominant Set Clustering CVPR 2019
Learning Multi-Class Segmentations From Single-Class Datasets CVPR 2019
Context-Aware Spatio-Recurrent Curvilinear Structure Segmentation CVPR 2019
Image Synthesis with a Convolutional Capsule Generative Adversarial Network MIDL 2019
Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation NIPS 2016
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation NIPS 2015
Classification of Histology Sections via Multispectral Convolutional Sparse Coding CVPR 2014
Non-Linear Domain Adaptation with Boosting NIPS 2013
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images NIPS 2012
Structured Learning for Cell Tracking NIPS 2011