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05/17/2023
IDO-VFI: Identifying Dynamics via Optical Flow Guidance for Video Frame Interpolation with Events
Video frame interpolation aims to generate high-quality intermediate fra...
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05/03/2023
Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology
Machine learning algorithms have the potential to improve patient outcom...
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11/08/2020
The Twelvefold Way of Non-Sequential Lossless Compression
Many information sources are not just sequences of distinguishable symbo...
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07/01/2020
Deep learning-based holographic polarization microscopy
Polarized light microscopy provides high contrast to birefringent specim...
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01/29/2020
Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning
We present a computational live bacteria detection system that periodica...
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07/15/2019
Deep learning-based color holographic microscopy
We report a framework based on a generative adversarial network (GAN) th...
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10/16/2018
Maximizing Monotone DR-submodular Continuous Functions by Derivative-free Optimization
In this paper, we study the problem of monotone (weakly) DR-submodular c...
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10/15/2018
Deep learning-based super-resolution in coherent imaging systems
We present a deep learning framework based on a generative adversarial n...
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07/20/2018
PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning
Using a deep neural network, we demonstrate a digital staining technique...
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03/30/2018
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue
Histological analysis of tissue samples is one of the most widely used m...
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03/21/2018
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery
Holography encodes the three dimensional (3D) information of a sample in...
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12/12/2017
Deep learning enhanced mobile-phone microscopy
Mobile-phones have facilitated the creation of field-portable, cost-effe...
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05/12/2017
Deep Learning Microscopy
We demonstrate that a deep neural network can significantly improve opti...
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05/10/2017