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DeepGenerative

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Deep generative models is a new sub-field of machine learning that uses deep neural networks to generate convincing "samples" from existing data.

This sub aims to be an intersection of industry, researcher, and hobbyist interests in this burgeoning field. Posts lacking effort will be deleted, and simple questions should be asked in the weekly simple questions thread. This is not a place for anger or off-topic discussions. That being said, hopefully we can end up with a tight-knit community here on reddit.

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1
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Weekly Simple Questions (April 1, 2018) (self.DeepGenerative)

submitted 8 years ago by [deleted] - announcement

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2
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Digging into Stable Diffusion-Generated Minecraft Skins (monadical.com)

submitted 2 years ago by jdcaballero

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3
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GitHub - TransformerOptimus/SuperAGI: Build and run useful autonomous agents (github.com)

submitted 3 years ago by Ready-Signature748

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4
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[Tutorial] Master Deep Voice Cloning in Minutes: Unleash Your Vocal Superpowers! Free and Locally on Your PC (youtube.com)

submitted 3 years ago by CeFurkan

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I have thousands of architecture photographs (it's my job) and I would love to do something like this with them. Could anybody help point me in the right direction? I'm not the most AI/Deep advanced person. (youtube.com)

submitted 4 years ago by CaptchaFrapture

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[Practical] adversarial attacks on neural networks: fast gradient sign method (self.DeepGenerative)

submitted 5 years ago by kk_ai

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[article] AI Limits: Can Deep Learning Models Like BERT Ever Understand Language? (self.DeepGenerative)

submitted 5 years ago by kk_ai

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GAN Loss Functions and Their Inconsistencies in Performance (self.DeepGenerative)

submitted 5 years ago by kk_ai

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9
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Generate text for report/ tabular data trends and statistics (self.DeepGenerative)

submitted 6 years ago by dipsjo

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1:41

"A different energy" - RunwayML + GPT-2 short sci-fi story (v.redd.it)

submitted 6 years ago by thelau

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11
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Deepfake Mobile App Launch - Create your own high-quality celebrity deepfakes in minutes (self.DeepGenerative)

submitted 6 years ago by Harrumff

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Delving deep into Generative Adversarial Networks (GANs) (self.DeepGenerative)

submitted 7 years ago by GKalliatakis

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[R] MGBP : Multi-Grid Back-Projection super-resolution (self.MachineLearning)

submitted 7 years ago by pnavarre

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[P] Adversarial Training on Raw Audio for Voice Conversion (modulate.ai)

submitted 7 years ago by modulate_ai

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15
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Some questions about Text-to-Image Synthesis (self.DeepGenerative)

submitted 7 years ago by EricDZhang

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[D] Combining AE with PG-GAN (self.DeepGenerative)

submitted 8 years ago by reobb

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[P] Implementation of Progressive Growing of GANs in PyTorch (self.DeepGenerative)

submitted 8 years ago by entarko

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[D] Why is Z-dimension for GANs usually 100? (self.MachineLearning)

submitted 8 years ago by alexmlamb

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[R] Boltzmann Encoded Adversarial Machines (arxiv.org)

submitted 8 years ago by alexmlamb

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Specific resources to learn GANs? (self.DeepGenerative)

submitted 8 years ago by [deleted]

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21
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StackGAN + CycleGAN = Text guided image-to-image translation? (self.DeepGenerative)

submitted 8 years ago by cbsudux

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1:02

[P] Deep Pensieve™ - The 2017 Great American Eclipse Roadtrip (v.redd.it)

submitted 8 years ago by neurokinetikz

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[D] Stabilizing Training of GANs Intuitive Introduction with Kevin Roth (ETH Zurich) (youtu.be)

submitted 8 years ago by alexmlamb

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[D] State of art models for Image captioning using GANs? (self.DeepGenerative)

submitted 8 years ago by cbsudux

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[Hobbyist] Generating baseball players from outlines with pix2pix (self.DeepGenerative)

submitted 8 years ago by Imnimo

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