Hossein Talebi @hossTale
Principal Research Engineer at Google Bay Area Joined November 2021-
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Very proud of our team. This feature deploys a model that is both the largest image-2-image model we've ever put in Pixel; and also the first diffusion model we’ve ever run inside the Pixel Camera.
We're ready for your close up. Check out the new Pro Res Zoom on #Pixel10 Pro. It’s the highest quality zoom on any smartphone,¹ and lets you zoom in up to 100X with game-changing quality² 💯🔎 #MadeByGoogle
We're hiring student researchers to work on automated perceptual quality assessment. Role: Develop & evaluate metrics of human-perceived quality of SOTA generative models, especially for image enhancement. Requirements: Strong skills in imaging, computer vision, multi-modal LLMs, Python and relevant libraries. Enrolled in a full-time grad program in CS, AI, or related field. Qualified candidates can send their resume via DM to @hossTale and @2ptmvd.
@2ptmvd @docmilanfar Congratulation! Well deserved!
Our team @ Google is hiring 𝗥𝗲𝘀𝗲𝗮𝗿𝗰𝗵 𝗦𝗰𝗶𝗲𝗻𝘁𝗶𝘀𝘁𝘀 to develop cutting-edge image & video enhancement solutions. Focus is on research & application of generative models to real imaging problems Qualified candidates only (incl. new PhDs): pls DM me/@2ptmvd with CV
Did you ever take a photo & wish you'd zoomed in more or framed better? When this happens, we just crop. Now there's a better way: Zoom Enhance -a new feature my team just shipped on Pixel. Available in Google Photos under Tools, it enhances both zoomed & un-zoomed images 1/n
To Summarize: * Pixel: If taken at high zoom (15-30x), you can apply Zoom Enhance with or without cropping to get more details and/or go well past 30x * Pixel or not: If shot is decent quality & high res already (~12MP), deep cropping with ZE will improve the quality vs just cropping * Any shot, old or new, good or bad quality - as long as it is around 1MP - can be enhanced fully or cropped and Zoom Enhanced. * So experiment with different pics and different crops of pics. Even in the same picture, you can get a diversity of results if you change the crop a little. That's the fun of experimenting with generative models - now in the palm of your hand! 8/n
Here's a little guide on how to make the best use of Zoom Enhance (ZE), our recently released feature on Google Pixel phones. Two broad scenarios: First: shots of well-lit scenes with good contrast help ZE produce its best work. (It's not yet meant for low-light use) 1/n
Did you ever take a photo & wish you'd zoomed in more or framed better? When this happens, we just crop. Now there's a better way: Zoom Enhance -a new feature my team just shipped on Pixel. Available in Google Photos under Tools, it enhances both zoomed & un-zoomed images 1/n
My team is hiring a Research Scientist (recent PhD grad or with a couple of years' experience) Mission: develop fundamental, state of the art tech at the intersection of imaging, vision, and machine learning. Come work w/ @2ptmvd, @hossTale & me Apply: shorturl.at/Ff7ll
Congratulations to Hossein Talebi & Peyman Milanfar for winning the IEEE Signal Processing Society's Best Paper Award for their paper titled "NIMA: Neural Image Assessment"! #ICASSP2024 signalprocessingsociety.org/community-invo…
Thanks to @IEEEsps for this great recognition, and congratulations to my co-author @hossTale who deserves all the credit. Paper: ieeexplore.ieee.org/document/83528…
Congratulations to Hossein Talebi & Peyman Milanfar for winning the IEEE Signal Processing Society's Best Paper Award for their paper titled "NIMA: Neural Image Assessment"! #ICASSP2024 signalprocessingsociety.org/community-invo…
We often assume bigger generative models are better. But when practical image generation is limited by compute budget is this still true? Answer is no By looking at latent diffusion models across different scales our paper sheds light on the quality vs model size tradeoffs 1/5
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