Ian Goodfellow — Pencipta GAN

Ilmuwan komputer, pencipta GAN (Generative Adversarial Network) 2014. Former Google Brain, Apple. Sekarang di DeepMind.

Goodfellow: GAN (2014, makalah seminal), buku Deep Learning (2016, dengan Bengio & Courville), Adversarial examples, sekarang di DeepMind.

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Ian Goodfellow

Biodata

  • Lahir: 1985/1987
  • Profesi: AI researcher

Kontribusi

  • GAN (Generative Adversarial Network, 2014) — arsitektur dengan dua network (generator + discriminator) yang saling melatih, paper seminal NIPS
  • Deep Learning (2016) — buku textbook standar (dengan Yoshua Bengio & Aaron Courville)
  • Adversarial examples — research tentang input yang mengelabui neural network
  • Maxout networks, GELU activation

Karier

  • Stanford (BSc, MSc)
  • Université de Montréal (PhD, dengan Yoshua Bengio)
  • Google Brain (2016–2019)
  • Apple (2019–2022) — ML lead
  • DeepMind (2022–)

Kisah GAN

Goodfellow menciptakan GAN di sebuah malam di酒吧 (bar) pada 2014, saat berdebat dengan teman tentang bagaimana model generatif bisa bekerja. Dia pulang, coding, dan kode itu langsung berhasil.

Connected to

Not yet written

The following pages are referenced but don't exist yet — they'd make good future additions.

  • /concepts/generative-adversarial-network

References

  1. Wikipedia

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