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   Articles with "conditional generative" as a keyword



Implicit domain adaptation with conditional generative adversarial networks for depth prediction in endoscopy

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recommendations! Published in 2019 at "International Journal of Computer Assisted Radiology and Surgery"

DOI: 10.1007/s11548-019-01962-w

Abstract: PurposeColorectal cancer is the third most common cancer worldwide, and early therapeutic treatment of precancerous tissue during colonoscopy is crucial for better prognosis and can be curative. Navigation within the colon and comprehensive inspection of… read more here.

Keywords: generative adversarial; conditional generative; implicit domain; model ... See more keywords

A shadow constrained conditional generative adversarial net for SRTM data restoration

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recommendations! Published in 2020 at "Remote Sensing of Environment"

DOI: 10.1016/j.rse.2019.111602

Abstract: Abstract The original data produced by the Shuttle Radar Topography Mission (SRTM) tend to have an abundance of voids in mountainous areas where the elevation measurements are missing. In this paper, deep learning models are… read more here.

Keywords: generative adversarial; shadow constrained; conditional generative; srtm data ... See more keywords

Inverse Design of Multistructured Terahertz Metamaterial Sensors Based on Improved Conditional Generative Network.

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recommendations! Published in 2024 at "ACS applied materials & interfaces"

DOI: 10.1021/acsami.4c10921

Abstract: The terahertz (THz) metamaterial sensor design is typically complex and requires substantial expertise in physics. To simplify this process, we propose a novel reverse design model based on an improved conditional generative adversarial network that… read more here.

Keywords: conditional generative; improved conditional; based improved; metamaterial sensors ... See more keywords

Facilitating real-time LED-based photoacoustic imaging with DenP2P: An optimized conditional generative adversarial deep learning solution

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recommendations! Published in 2025 at "AIP Advances"

DOI: 10.1063/5.0259072

Abstract: Photoacoustic imaging (PAI) benefits from the optical absorption contrast of the tissue while achieving greater depth information with ultrasound resolution than the other optical imaging platforms. The recent advancement of moderate pulse width LED (e.g.,… read more here.

Keywords: deep learning; conditional generative; photoacoustic imaging; generative adversarial ... See more keywords

ACGAN: adaptive conditional generative adversarial network architecture predicting skin lesion using collaboration of transfer learning models

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recommendations! Published in 2024 at "Automatika"

DOI: 10.1080/00051144.2024.2396167

Abstract: Skin cancer has become a serious disease which has the potential to scale up if it is not identified earlier. It is imperative to detect and give treatment to skin cancer promptly. Diagnosing skin cancer… read more here.

Keywords: conditional generative; skin lesion; adaptive conditional; generative adversarial ... See more keywords

Quantum State Tomography with Conditional Generative Adversarial Networks

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recommendations! Published in 2021 at "Physical review letters"

DOI: 10.1103/physrevlett.127.140502

Abstract: Quantum state tomography (QST) is a challenging task in intermediate-scale quantum devices. Here, we apply conditional generative adversarial networks (CGANs) to QST. In the CGAN framework, two dueling neural networks, a generator and a discriminator,… read more here.

Keywords: quantum state; generative adversarial; conditional generative; state tomography ... See more keywords
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Compressed Sensing via Measurement-Conditional Generative Models

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recommendations! Published in 2021 at "IEEE Access"

DOI: 10.1109/access.2021.3128721

Abstract: Pre-trained generators have been frequently adopted in compressed sensing (CS) owing to their ability to effectively estimate signals with the prior of NNs. To further refine the NN-based prior, we propose a framework that allows… read more here.

Keywords: conditional generative; sensing via; compressed sensing; via measurement ... See more keywords
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Conditional Generative Adversarial Network-Based Tactile Stimulus Generation for Ultrasonic Tactile Display

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recommendations! Published in 2023 at "IEEE Access"

DOI: 10.1109/access.2023.3280860

Abstract: Tactile rendering is a promising technology that is necessary to integrate into virtual reality, augmented reality, mixed reality, and even metaverse environments. One of the key technologies for realizing tactile rendering is a reproduction or… read more here.

Keywords: tactile; tactile display; conditional generative; display ... See more keywords
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Unsupervised Tumor Characterization via Conditional Generative Adversarial Networks

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recommendations! Published in 2021 at "IEEE Journal of Biomedical and Health Informatics"

DOI: 10.1109/jbhi.2020.2993560

Abstract: Grading for cancer, based upon the degree of cancer differentiation, plays a major role in describing the characteristics and behavior of the cancer and determining treatment plan for patients. The grade is determined by a… read more here.

Keywords: generative adversarial; pathology; conditional generative; cancer ... See more keywords

An ECG Signal Denoising Method Using Conditional Generative Adversarial Net.

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recommendations! Published in 2022 at "IEEE journal of biomedical and health informatics"

DOI: 10.1109/jbhi.2022.3169325

Abstract: In this paper, a novel denoising method for electrocardiogram (ECG) signal is proposed to improve performance and availability under multiple noise cases. The method is based on the framework of conditional generative adversarial network (CGAN),… read more here.

Keywords: ecg signal; denoising method; generative adversarial; conditional generative ... See more keywords

Modeling and Simulation of Sidescan Using Conditional Generative Adversarial Network

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recommendations! Published in 2021 at "IEEE Journal of Oceanic Engineering"

DOI: 10.1109/joe.2020.2980456

Abstract: Sidescan sonar has been used for maritime surveys since the mid-20th century. Due to its wide swath coverage and the sharpness of the produced images, it is an invaluable tool still to this day. When… read more here.

Keywords: simulation sidescan; sidescan using; generative adversarial; conditional generative ... See more keywords