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Isabella Yu

@yukaryote.bsky.social
27 followers 25 following 7 posts

PhD @Berkeley prev CS/Math @MIT

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Isabella Yu @yukaryote.bsky.social · 23/02/2026
A dream I had about neon genesis evangelion #procreate
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Isabella Yu @yukaryote.bsky.social · 16/01/2026
Front and back covers for a hypothetical comic about two ppl playing chess at the end of the world #illustration #procreate
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Reposted by Isabella Yu
George Cazenavette @gcazenavette.bsky.social · 21/11/2025
Happy to finally share our latest work on Dataset Distillation! "Dataset Distillation for Pre-Trained Self-Supervised Vision Models," set to appear at #NeurIPS 2025! We learn 1 image per class to train linear heads for pre-trained models. linear-gradient-matching.github.io More in thread 🔽
linear-gradient-matching.github.io
Dataset Distillation for Pre-Trained Self-Supervised Vision Models
Distilling image datasets to a single sample per class to train classifiers on top of pre-trained self-supervised vision models.
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Isabella Yu @yukaryote.bsky.social · 16/11/2025
Fan art (?) for The Glass Castle by Jeannette Walls, anyone else read this in high school #procreate
A young child in a red dress examines the flowers of a drooping saguaro cactus
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Reposted by Isabella Yu
Julien Gaubil @jgaubil.bsky.social · 04/11/2025
DUSt3R et al. are impressive, but how do they actually work? We investigate this in our project 𝘜𝘯𝘥𝘦𝘳𝘴𝘵𝘢𝘯𝘥𝘪𝘯𝘨 𝘔𝘶𝘭𝘵𝘪-𝘝𝘪𝘦𝘸 𝘛𝘳𝘢𝘯𝘴𝘧𝘰𝘳𝘮𝘦𝘳𝘴!⁣ We share findings on the iterative nature of reconstruction, the roles of cross and self-attention, and the emergence of correspondences across the network [1/8] ⬇️
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Isabella Yu @yukaryote.bsky.social · 20/10/2025
Machines of loving grace #procreate #illustration
An explorer from a distant utopia visits the ruins of a mass surveillance state, where a decommissioned guard robot stands by a deserted castle. The explorer naively follows the instructions on its body, unknowingly triggering one of its kinder behaviors it learned by watching the world become kinder over millennia
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Reposted by Isabella Yu
Karla Ortiz @kortizart.bsky.social · 05/09/2025
Wow! So while I still wish this case would’ve gone to trial, and believe the amount given per work should have been EVEN higher, $1.5 billion in settlement AND the destruction of infringing datasets is still a fantastic start! Congratulations to all those involved as these things are not easy!
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Reposted by Isabella Yu
Ana Dodik @anadodik.bsky.social · 05/08/2025
Really excited to share this with you all! The website is already live at anadodik.github.io/publication/...
anadodik.github.io
Meschers: Geometry Processing of Impossible Objects
Meschers: Geometry Processing of Impossible Objects
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Reposted by Isabella Yu
Justin Solomon @justinmsolomon.bsky.social · 05/08/2025
MIT News today features a fun SIGGRAPH paper by GDP student Ana (@geometry.gay) collaboarting w/ students @yukaryote.bsky.social @kartikchandra.bsky.social plus us old folks. This work explores what it means to do geometry processing on Escher-like "impossible" shapes! news.mit.edu/2025/mit-mes...
news.mit.edu
MIT tool visualizes and edits “physically impossible” objects
The “Meschers” tool from MIT CSAIL represents “physically impossible” objects commonly found in M.C. Escher’s illustrations by converting both images and 3D models in 2.5-dimensional objects. The tool...
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Isabella Yu @yukaryote.bsky.social · 25/06/2025
Merry pride #yuri #clipstudiopaint
A succubus wakes up to protesting men who want her back, while her partner stares in incredulity
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Isabella Yu @yukaryote.bsky.social · 11/04/2025
Trying watercolor for the first time in a while :) #pleinairpril #pleinair #watercolor
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