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Trainlets: Dictionary Learning in High Dimensions

IEEE transactions on signal processing, 2016-06, Vol.64 (12), p.3180-3193

2016

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Antibody structure prediction using interpretable deep learning

Patterns (New York, N.Y.), 2022-02, Vol.3 (2), p.100406-100406, Article 100406

2022

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Convolutional Dictionary Learning via Local Processing

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.5306-5314

2017

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Adversarial Noise Attacks of Deep Learning Architectures: Stability Analysis via Sparse-Modeled Signals

Journal of mathematical imaging and vision, 2020-04, Vol.62 (3), p.313-327

2020

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Deep learning prediction of sex on chest radiographs: a potential contributor to biased algorithms

Emergency radiology, 2022-04, Vol.29 (2), p.365-370

2022

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Sex Imbalance Produces Biased Deep Learning Models for Knee Osteoarthritis Detection

Canadian Association of Radiologists journal, 2023-02, Vol.74 (1), p.219-221

2023

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Digital Pathology Analysis Quantifies Spatial Heterogeneity of CD3, CD4, CD8, CD20, and FoxP3 Immune Markers in Triple-Negative Breast Cancer

Frontiers in physiology, 2020-10, Vol.11, p.583333-583333

2020

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Effect of motion, cortical orientation and spatial resolution on quantitative imaging of cortical R2 and magnetic susceptibility at 0.3 mm in-plane resolution at 7 T

NeuroImage (Orlando, Fla.), 2023-04, Vol.270, p.119992-119992, Article 119992

2023

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Automated in vivo Tracking of Cortical Oligodendrocytes

Frontiers in cellular neuroscience, 2021-04, Vol.15, p.667595-667595

2021

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Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding

IEEE transactions on signal processing, 2017-11, Vol.65 (21), p.5687-5701

2017

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Accurate Prediction of Antimicrobial Susceptibility for Point‐of‐Care Testing of Urine in Less than 90 Minutes via iPRISM Cassettes

Advanced science, 2023-11, Vol.10 (31), p.e2303285-e2303285

2023

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Large Inpainting of Face Images With Trainlets

IEEE signal processing letters, 2016-12, Vol.23 (12), p.1839-1843

2016

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Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

IEEE transactions on signal processing, 2018-08, Vol.66 (15), p.4090-4104

2018

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On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks

IEEE transactions on pattern analysis and machine intelligence, 2020-08, Vol.42 (8), p.1968-1980

2020

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Fast Hierarchical Games for Image Explanations

IEEE transactions on pattern analysis and machine intelligence, 2023-04, Vol.45 (4), p.4494-4503

2023

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Pivotal Auto-Encoder via Self-Normalizing ReLU

IEEE transactions on signal processing, 2024, Vol.72, p.3201-3212

2024

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Variations on the Convolutional Sparse Coding Model

IEEE transactions on signal processing, 2020, Vol.68, p.519-528

2020

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Deep Learning in Protein Structural Modeling and Design

Patterns (New York, N.Y.), 2020-12, Vol.1 (9), p.100142-100142, Article 100142

2020

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Geometric potentials from deep learning improve prediction of CDR H3 loop structures

Bioinformatics (Oxford, England), 2020-07, Vol.36 (Supplement_1), p.i268-i275

2020

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Expected Patch Log Likelihood with a Sparse Prior

Energy Minimization Methods in Computer Vision and Pattern Recognition, p.99-111

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Dynamical system classification with diffusion embedding for ECG-based person identification

Signal processing, 2017-01, Vol.130, p.403-411

2017

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Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images

IEEE transactions on medical imaging, 2022-12, Vol.41 (12), p.3952-3968

2022

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A Local Block Coordinate Descent Algorithm for the CSC Model

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.8200-8209

2019

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DeepSTI: Towards tensor reconstruction using fewer orientations in susceptibility tensor imaging

Medical image analysis, 2023-07, Vol.87, p.102829-102829, Article 102829

2023

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MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance

IEEE transactions on signal processing, 2019-09, Vol.67 (17), p.4597-4610

2019

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Trainlets: Dictionary Learning in High Dimensions

Antibody structure prediction using interpretable deep learning

Convolutional Dictionary Learning via Local Processing

Adversarial Noise Attacks of Deep Learning Architectures: Stability Analysis via Sparse-Modeled Signals

Deep learning prediction of sex on chest radiographs: a potential contributor to biased algorithms

Sex Imbalance Produces Biased Deep Learning Models for Knee Osteoarthritis Detection

Digital Pathology Analysis Quantifies Spatial Heterogeneity of CD3, CD4, CD8, CD20, and FoxP3 Immune Markers in Triple-Negative Breast Cancer

Effect of motion, cortical orientation and spatial resolution on quantitative imaging of cortical R2 and magnetic susceptibility at 0.3 mm in-plane resolution at 7 T

Automated in vivo Tracking of Cortical Oligodendrocytes

Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding

Accurate Prediction of Antimicrobial Susceptibility for Point‐of‐Care Testing of Urine in Less than 90 Minutes via iPRISM Cassettes

Large Inpainting of Face Images With Trainlets

Multilayer Convolutional Sparse Modeling: Pursuit and Dictionary Learning

On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neural Networks

Fast Hierarchical Games for Image Explanations

Pivotal Auto-Encoder via Self-Normalizing ReLU

Variations on the Convolutional Sparse Coding Model

Deep Learning in Protein Structural Modeling and Design

Geometric potentials from deep learning improve prediction of CDR H3 loop structures

Expected Patch Log Likelihood with a Sparse Prior

Dynamical system classification with diffusion embedding for ECG-based person identification

Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images

A Local Block Coordinate Descent Algorithm for the CSC Model

DeepSTI: Towards tensor reconstruction using fewer orientations in susceptibility tensor imaging

MMSE Approximation For Sparse Coding Algorithms Using Stochastic Resonance

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