AI Reading List: Technologies: Image Generation
Below is a portion of my informal list of readings related to Artificial Intelligence (AI). This started out as a very short list created for use in conjunction with an academic presentation and has now grown much larger. Please let me know if you have any corrections, additions, suggestions, etc. It is very idiosyncratic and not meant to be comprehensive. Please feel free to share with others.
Artificial Intelligence (AI) Reading List, by Philip Rubin
Technologies — Image Generation:
Ian Goodfellow. NIPS 2016 Tutorial: Generative Adversarial Networks. arXiv: 1701.00160, 2016.
A. Ramesh, P. Dhariwal, A. Nichol, C. Chu, and M. Chen. Hierarchical Text-Conditional Image Generation with CLIP Latents. arXiv preprint, arXiv:2204.06125. April 13, 2022.
OpenAI. DALL·E 2 is a new AI system that can create realistic images and art from a description in natural language. OpenAI.com. May 18, 2022.
Gloria Liu. The World’s Smartest Artificial Intelligence Just Made Its First Magazine Cover. cosmopolitan.com, June 21, 2022.
Guy Parsons. The DALL·E 2 Prompt Book. dall•ery gall•ery, July 13, 2022.
Eliza Strickland. DALL-E 2’s Failures Are the Most Interesting Thing About It. IEEE Spectrum, July 14, 2022
Emad Mostaque. Stable Diffusion Public Release. Stability.ai, Aug. 22, 2022.
Benj Edwards. With Stable Diffusion, you may never believe what you see online again. Ars Technica, Sep. 6, 2022.
Gary Marcus. Form, function, and the giant gulf between drawing a picture and understanding the world. garymarcus.substack.com, Sep. 18, 2022.
Natasha Tiku. AI can now create any image in seconds, bringing wonder and danger. The Washington Post, Aug. 28, 2022.
Ben Poole, Ajay Jain, Jonathan T. Barron, and Ben Mildenhall. DreamFusion: Text-to-3D using 2D Diffusion. arXiv:2209.14988, Sep. 29, 2022.
Ruben Villegas, Mohammad Babaeizadeh, Pieter-Jan Kindermans, Hernan Moraldo, Han Zhang, Mohammad Taghi Saffar, Santiago Castro, Julius Kunze, and Dumitru Erhan. Phenaki: Realistic video generation from open-domain textual descriptions. Google Research, Oct. 5, 2022.
Fitsum Reda and Janne Kontkanen. Large Motion Frame Interpolation. Google AI blog, Oct. 4, 2022.
Jay Alammar. The Illustrated Stable Diffusion. jalammar.github.io, Oct. 7, 2022.
Kevin Roose. A Coming-Out Party for Generative A.I., Silicon Valley’s New Craze. The New York Times, Oct. 21, 2022.
Kyle Barr. AI Image Generators Routinely Display Gender and Cultural Bias. Gizmodo, Nov. 1, 2022.
Andrew Gershfeld and Grigory Sapunov. The future of generative AI and its ethical implications. VentureBeat, Dec. 3, 2022.
Ryan O’Connor. Stable Diffusion 1 vs 2 - What you need to know. AssemblyAI, Dec. 6, 2022.
Jessica Stewart. AI Image Generators Skyrocket to the Top of the U.S. App Charts. My Modern Met, Dec. 15, 2022.
T. J. McCue. Midjourney AI Based Art Generator Creates Dazzling Images From Words. Forbes, Jan. 22, 2023.
Chloe Xiang. Researchers Use AI to Generate Images Based on People's Brain Activity. VICE, Mar. 3, 2023.
Wikipedia. DALL-E.
Wikipedia. Generative adversarial network.
Wikipedia. Midjourney.
Wikipedia. Stable Diffusion.
(See, also, the ChatGPT section in this AI Reading List.)