PatchGAN
PulseAugur coverage of PatchGAN — every cluster mentioning PatchGAN across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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AI framework reduces dental implant artifacts in CBCT scans
Researchers have developed an unsupervised deep learning framework using a fine-tuned Cycle-Consistent Adversarial Network (CycleGAN) to reduce metal artifacts in dental cone-beam computed tomography (CBCT) scans. This …
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AI generates flow fields for faster 3D underwater navigation
Researchers have developed a novel approach to 3D underwater path planning by using generative flow field surrogates, specifically conditional generative adversarial networks (cGANs). These cGANs, including a PatchGAN a…
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Pix2Geomodel shows robustness and transferability in complex reservoir modeling
Researchers have developed a Pix2Pix-based model, Pix2Geomodel, to improve reservoir geomodeling by translating between geological facies and petrophysical properties. The model demonstrated robustness and transferabili…
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Deep learning framework normalizes lunar imagery for seamless mosaics
Researchers have developed a deep learning framework to address radiometric inconsistencies in lunar mosaics created from different orbital imagery sources. The system utilizes a conditional generative adversarial netwo…