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Creativity and AI: Deep Neural Nets "Going Wild"
This document discusses creative applications of deep learning and AI, including style transfer for text and images, image-to-image pathfinding, audio generation using MIDI files, and hallucinating or generating new images and text using neural networks. It also provides links to code, papers, and projects related to creative AI and describes the speaker's company, Creative AI, which is working on developing these types of generative models.
Creativity and AI: Deep Neural Nets "Going Wild"
- 1. Creativity and AI with Deep Neural Nets "Going Wild" Roelof Pieters roelof@creative.ai
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- 5. python has awide range of deep learning-related libraries available Low level High level and of course: Deep Learning with Python
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- 31. A person thatis standing on a beach by the ocean . People out on the beach next to the ocean . A cement beach on a sandy beach near the water
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- 50. Gene Kogan, Whyis a Raven Like a Writing Desk? https://vimeo.com/139123754
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- 67. "No anchor wason the beach , so I turned my face back to the ocean . For a moment , I imagined what it would be like to fall in love with him . For the first time in the past twenty-four hours , the sun had risen up and out of the ocean . She had no idea who she really wanted to be , but she was n't the most beautiful person on the island . She shook her head and brushed her hair out of his face , leaving Jax and his friends . Like the ocean , there was something far beyond the ability to make me fall asleep ."
- 68. "We were barelyable to breathe the beach at the beach , and for the first time in the past few months . When I walked into the ocean , I felt as if she had just stepped out of my line of sight . There was no way I would ever be able to talk to Nate , but he was still alive , so that 's the most beautiful thing on the beach . I had no intention of letting my friends go . The sun warmed up , leaving the sandy beach beside the ocean . She had no clue what they might want to do with him , and I fell into the beach more often than life .”
- 69. "We were barelya beach on the beach , and for the first time in the past few months . When I stepped out of the ocean , I felt the urge to close my eyes and breathe deeply . God , she was beautiful . She had no idea what to do with him , so that it would be the end of the day . I could n't help but notice that the sandy beach beside the beach had turned out to be sand , and the ocean breeze was cutting off my skin . Like I m here , I trusted him after the endless beach ."
- 70. AUDIO GENERATION: MIDI ▸https://soundcloud.com/graphific/pyotr-lstm- tchaikovsky A Recurrent Latent Variable Model for Sequential Data, 2016, J. Chung, K. Kastner, L. Dinh, K. Goel, A. Courville, Y. Bengio + “modded VRNN:
- 71. AUDIO GENERATION: MIDI ▸https://soundcloud.com/graphific/neural-remix-net A Recurrent Latent Variable Model for Sequential Data, 2016, J. Chung, K. Kastner, L. Dinh, K. Goel, A. Courville, Y. Bengio + “modded VRNN:
- 72. HALLUCINATING NEURAL NETS (“WILD”IMAGINATION)
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