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Machine learning

Mtandao wa Kushawishi unaozalisha (Generative Adversarial Network - GAN)

Mtandao wa Kushawishi unaozalisha (GAN), ulioanzishwa na Ian Goodfellow na wenzake mwaka 2014, huzalisha data bandia halisi kupitia ushindani wa mitandao miwili ya neva — jenereta na kidisikrimineta. Hutumiwa sana kwa ajili ya utengenezaji wa picha, nyongeza ya data, na makadirio ya usambazaji.

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Mtandao wa Kushawishi unaozalisha (Generative Adversarial Network - GAN)
Mfumo wa UenezajiNeural ODEMuundo wa Uzalishaji una…Variational AutoencoderMafunzo Dhidi ya Mashamb…CycleGAN: Tafsiri ya Pic…GAN Inayobadilika na Kik…Variational Autoencoder…GAN ZinazoelekaFine-Tuned Generative Ad…

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Vyanzo

  1. Goodfellow, I. et al. (2014). Generative Adversarial Nets. NeurIPS. link ↗
  2. Karras, T. et al. (2020). Analyzing and Improving the Image Quality of StyleGAN. CVPR. DOI: 10.1109/CVPR42600.2020.00813 ↗

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 1). Generative Adversarial Network (GAN). ScholarGate. https://scholargate.app/sw/deep-learning/generative-adversarial-network

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Imerejelewa na

Mafunzo Dhidi ya MashambuliziCycleGAN: Tafsiri ya Picha-kwa-Picha isiyo na Jozi yenye Utaratibu wa MzungukoGAN Inayobadilika na KikoaVariational Autoencoder wa Adaptivaji wa Kanda (DA-VAE)GAN ZinazoelekaFine-Tuned Generative Adversarial NetworkLoRA na PEFTGANi Lugha NyingiMultimodal GANMwanamfumo wa Kigeugeu wa Njia NyingiUsanifu wa Mtindo wa NeuralMuundo wa Uenezaji wa KujifundishaGAN Inayojisimamia Kwenye Usimamizi (Self-supervised GAN)Uainishaji wa Picha kwa KujisimamiaVariational Autoencoder ya Kujisimamia YenyeweAina ya uenezaji inayosaidiwa kwa nusu (Semi-supervised diffusion model)Semi-supervised GANSemi-supervised Variational AutoencoderUzalishaji wa Data Bandia kwa Udhibiti wa UfichuziGAN ya Kujifunza kwa KuhamishaTransfer learning variational autoencoderVariational AutoencoderTransformer wa MaonoWasserstein GAN (WGAN)Aina ya Uenezi wa Usimamizi dhaifuGANi yenye usimamizi dhaifuVariational Autoencoder yenye Usimamizi dhaifu

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ScholarGate — Generative Adversarial Network (Generative Adversarial Network (GAN)). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/deep-learning/generative-adversarial-network · Seti ya data: https://doi.org/10.5281/zenodo.20539026