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12/12/2021
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses
Adversarial training (AT) is considered to be one of the most reliable d...
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09/05/2020
Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks
Adversarial training is a popular defense strategy against attack threat...
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01/02/2020
DuDoNet++: Encoding mask projection to reduce CT metal artifacts
CT metal artifact reduction (MAR) is a notoriously challenging task beca...
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11/23/2019
Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference
Inferring the latent variable generating a given test sample is a challe...
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08/15/2019
Towards multi-sequence MR image recovery from undersampled k-space data
Undersampled MR image recovery has been widely studied for accelerated M...
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08/15/2019
Deep Slice Interpolation via Marginal Super-Resolution, Fusion and Refinement
We propose a marginal super-resolution (MSR) approach based on 2D convol...
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08/03/2019
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
Current deep neural network based approaches to computed tomography (CT)...
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06/29/2019
Generative Mask Pyramid Network forCT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction
A conventional approach to computed tomography (CT) or cone beam CT (CBC...
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06/29/2019
Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction
A conventional approach to computed tomography (CT) or cone beam CT (CBC...
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06/29/2019
DuDoNet: Dual Domain Network for CT Metal Artifact Reduction
Computed tomography (CT) is an imaging modality widely used for medical ...
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06/05/2019
Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
Current deep neural network based approaches to computed tomography (CT)...
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03/10/2019
Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation (POINT^2)
We propose to tackle the problem of multiview 2D/3D rigid registration f...
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03/14/2017