Saturday, April 27, 2024

Deepfake detection improves when using algorithms that are more aware of demographic diversity

algorithm design

Procedurally-generated vector-format infinitely-scrolling Chinese landscape for the browser. It's inspired by traditional Chinese landscape scrolls. A phenomenal exploration of generative experiments history in computer art by Amy Goodchild. It turns an image of a human into animated 3D models.

algorithm design

What Algorithm Design courses are best for training and upskilling employees or the workforce?‎

A generative color-based design in a book showcasing the work of graduating design students from the School of Visual Arts in New York. Luke Wroblewski added a ChatGPT-based search to his blog. It answers with Luke's thoughts from 25 years of blog posts, videos, and podcasts. Another Sensei experiment turns any letter image into a glyph, then creates a complete alphabet and font out of it.

Divide and conquer algorithms

Moreover, incoming requirements are not 100% clear and consistent, so designers help product managers solve these collisions — making for a better product. It’s much more than about choosing a suitable template and filling it with content. Understanding data management was one of the most difficult concepts for me to learn.

Constructing an “end-to-end” quantum algorithm: a comprehensive technical resource for algorithms designers ... - AWS Blog

Constructing an “end-to-end” quantum algorithm: a comprehensive technical resource for algorithms designers ....

Posted: Thu, 05 Oct 2023 07:00:00 GMT [source]

Greedy algorithms

Algorithm-Driven Design is my little hobby — I'm collecting these examples since 2012. I hope it'll inspire product designers to push our profession to the next level. Aaron Hertzmann draws interesting parallels between today's algorithm-driven design tool boom and other branches of arts and culture for past centuries. He thinks current state is just interim and shows on-spot analogies.

Basics on Analysis of Algorithms

This newly expanded and updated second edition continues to take the "mystery" out of designing algorithms, and analyzing their efficacy and efficiency. We created two separate deepfake detection methods intended to encourage fairness. One was focused on making the algorithm more aware of demographic diversity by labeling datasets by gender and race to minimize errors among underrepresented groups.

Advanced Algorithms: A Free Course from Harvard University

IBM and IonQ Researchers Design Classical Algorithm to Tackle Recent Harvard-Led Study's Computational Task - The Quantum Insider

IBM and IonQ Researchers Design Classical Algorithm to Tackle Recent Harvard-Led Study's Computational Task.

Posted: Tue, 06 Feb 2024 08:00:00 GMT [source]

However, exploring the usage patterns of users of existing products is a suitable task. We could extract behavioral patterns and audience segments, and then optimize the UX for them. It's already happening in ad targeting, where algorithms can cluster a user using implicit and explicit behavior patterns (within either a particular product or an ad network). Tate Modern and Microsoft collaborated on an exhibition where a machine learning algorithm selected artworks from museum's collection. Philipp Shmitt did a similar experiment with a photo album.

The Female Design Team Behind Lucid Motors

Researchers first recruited 347 TikTok users, who downloaded their data from the app and donated 9.2 million video recommendations. Using that data, the team initially looked at how TikTok personalized its recommendations. In the first 1,000 videos TikTok showed users, the team found that a third to half of the videos were shown based on TikTok’s predictions of what those users like. The researchers will publish the first paper May 13 in the Proceedings of the ACM Web Conference 2024. In the first 1,000 videos TikTok showed users, the team found that a third to half of the videos were shown based on TikTok's predictions of what those users like. The researchers will publish the first paper on May 13 in the Proceedings of the ACM Web Conference 2024.

Turing machines

Culling, remapping domains, flipping matrixes, sequences, serial, gates, ranges, data trees and branches. These were all new concepts that took me a very long time to understand. There are plenty of resources that helped me in my journey. Above is a picture of a 3D printed sculpture I made with Grasshopper. Links to resources are at the bottom of the page. Deconstructing an ExampleI would like to emphasize that this is showcasing the workflow behind how I approach building algorithms.

algorithm design

Computer engineers receive a list of instructions so they can find a solution to a primary problem. Algorithms, by themselves, are not usually patentable. However practical applications of algorithms are sometimes patentable. For example, in Diamond v. Diehr, the application of a simple feedback algorithm to aid in the curing of synthetic rubber was deemed patentable.

Although the complexity of this work suggests that analysts will be doing it, designers should be aware of the basic principles of machine learning. O'Reilly published a great mini-book on the topic recently. The tool creates realistic photos and illustrations from a text description. It's one of the most popular, as it was the first freely & publicly available.

Wix teaches the algorithm by feeding it many examples of high-quality modern websites. Moreover, it tries to make style suggestions relevant to the client’s industry. Founded in 2012, Form Trends tirelessly covers the automotive design industry in all corners of the globe to bring you exclusive content about cars, design, and the people behind the products. The most powerful part of this work process is the fact that once you have written the algorithm, you can customize it and change the parameters in every step of the process instantly. If the glass changes or if the outer parameter of the frit moves, all you do is update the ribbon surface. Here is the same exact algorithm with some numbers moved around.

Likewise, deepfake images and videos can undermine the adoption of AI if they cannot be quickly and accurately detected. Improving the fairness of these detection algorithms so that certain demographic groups aren’t disproportionately harmed by them is a key aspect to this. Dávid Pásztor aims to create useful, easy-to-understand products in order to bring clarity to this shady new world of machine learning. Most importantly, we want to use the power of AI to make people’s lives easier and more joyful. Computer art is human art — a subset, rather than a distinction.Robert Hart looks for legal precedents.

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