Litu Rout

@litu_rout_

Senior Research Scientist @GoogleDeepMind | PhD @UTAustin | Amazon AI PhD Fellow | Scientist @ISRO

New York

liturout.github.io

Joined July 2023

599 Following

1,043 Followers

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Litu Rout
@litu_rout_
Mar 18
Excited to share that I've joined Google DeepMind as a Senior Research Scientist, working on Gemini! @isro➡️PhD @UTAustin➡️@GoogleDeepMind Industry to academia is a leap many hesitate to take. For me, it felt natural. Enjoyed every moment. Looking forward to what lies ahead!
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Litu Rout
@litu_rout_
Oct 6, 2025
Continuous diffusion had a good run—now it’s time for Discrete diffusion! Introducing Anchored Posterior Sampling (APS) APS outperforms discrete and continuous baselines in terms of performance & scaling on inverse problems, stylization, and text-guided editing.
2
Litu Rout
@litu_rout_
Dec 23, 2024
Thanks @linoy_tsaban for making the demo.
Linoy Tsaban
@linoy_tsaban
Dec 23, 2024
just in time for the holidays 🎄🎁 RF inversion demo is here ✨ edit & stylize with Flux 🖌️ super cool work from @litu_rout_ , @natanielruizg, now open w/ 🧨diffusers support thanks to an awesome community effort 🙌🏻
Litu Rout
@litu_rout_
Oct 17, 2024
WOW! So fast @AIWarper and @logtdx
A.I.Warper
@AIWarper
Oct 17, 2024
Using @logtdx implementation of RF-Inversion by @Google and @litu_rout_ and @natanielruizg I think there may be a method here for consistent stylized animation frames. If we could somehow just align these grids it would be very powerful Grid in the second tweet
GIF
Litu Rout
@litu_rout_
Oct 17, 2024
Thanks @logtdx. More details explained in this thread: x.com/litu_rout_/sta…
logtd
@logtdx
Oct 16, 2024
I'll be posting more of my implementations and experiments on here from now on For now, implementation of RF-Inversion for unsampling and editing images using Flux github.com/logtd/ComfyUI-…

Litu Rout

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