Photo by Ketut Subiyanto
In the not-so-distant past, data scientists were tethered to cubicles and confined to physical office spaces. However, times are changing, and the remote work revolution is reshaping the professional landscape.
Today, it is easier than ever to pursue your passion for data science while working from the comfort of…
The problem of generating synchronized motions of objects and humans within a 3D scene has been addressed by researchers from Stanford University and FAIR Meta by introducing CHOIS. The system operates based on sparse object waypoints, an initial state of things and humans, and a textual description. It controls interactions between humans and objects by…
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Where the assumptions behind the two-tower model architecture break — and how to go beyond (Image created by the author using generative AI)Two-tower models are among the most common architectural design choices in modern recommender systems — the key idea is to have one tower that learns relevance, and a second, shallow, tower that learns…
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Data science is an ever-evolving field, and the constant influx of data makes it a compelling case to solve complex problems with innovative solutions. One such solution that has gained attention in recent times is ChatGPT. This powerful language model, developed by OpenAI, has shown remarkable natural language understanding and…
Text-to-image diffusion models represent an intriguing field in artificial intelligence research. They aim to create lifelike images based on textual descriptions utilizing diffusion models. The process involves iteratively generating samples from a basic distribution, gradually transforming them to resemble the target image while considering the text description. Multiple steps are involved, adding progressive noise to…
Life at DeepMind
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A Spotify Data Scientist’s guide to developing a job-hunting strategy that can get you offers A snapshot of the survey I conducted on Blind — Image by AuthorI recently ran a survey among data scientists and found out this shocking number — 86% are blindly sending out job applications, and hoping for the best. Hoping…
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Data visualization isn't just about making graphs. It’s about taking data and making sense of it. And burning other peoples’ retinas with your eclectic color choices, of course.
From tracking global health trends (remember COVID-19?) to tracking your daily runs, the right chart or map can spotlight patterns and answers…
The researchers from The University of Hong Kong, Alibaba Group, and Ant Group developed LivePhoto to solve the issue of temporal motions being overlooked in current text-to-video generation studies. LivePhoto enables users to animate images with text descriptions while reducing ambiguity in text-to-motion mapping.
The study addresses limitations in existing image animation methods by presenting…