Yes! That is very scary! Just trying to stay positive and survive π
Btw, NIH already was having a political appointee review all grants before NOA. This just solidifies the whole thing.
I was freaking out too. But read somewhere that the grant is technically awarded to an institution and not the PI. So hopefully it wonβt come to that.
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Why Fall colors in April? π€£
Donβt joke this can be true! Like how they banned transgenic mice π€¦π½ββοΈ
#CVPR2025 offers registration and travel support to students from underrepresented communities. Awards are based on need, contribution, travel distance, identity, and advisor support.
Information and form: forms.gle/uDR2Q74drC4V...
Fueling up for #ICCV2025 deadline with some local Pizza!
PS. I kind of like hanging around in the lab on the deadline day! So much energy all around!
Paper rejected from #CVPR2025, paper ready for #ICCV2025 πͺ
My students will present two papers, including one oral paper, in #WACV2025, which centers on personalized generative face models.
Thanks @luchaoqi.bsky.social for leading this direction.
Unfortunately, couldn't attend WACV as my other students needed me for MICCAI and ICCV deadlines!
I donβt know how this will be implemented, but may be time to search for opportunities outside the US!
Congratulations Andrew! This is amazing news! πΎ
We did found one! We say that these techniques can be used as data augmentation technique for creating ai models that can measure heart rate from videos, especially one with motion: motion-matters.github.io
Kind of surprising that these techniques do not destroy the heart rate of original video!
π Congratulations to Prof. @mohitbansal.bsky.social for receiving the Presidential #PECASE Award by @WhiteHouse, which is the highest honor bestowed by US govt. on outstanding scientists/engineers who show exceptional potential for leadership early in their careers!
whitehouse.gov/ostp/news-up...
X is like this cringy Desi TV show, that you hate but continue watching β¦ where I saw how trans hatred changed to Indians in tech hatred in matter of days - not sure how to feel about that! π
π¨ We have postdoc openings at UNC π
Exciting+diverse NLP/CV/ML topics**, freedom to create research agenda, competitive funding, very strong students, mentorship for grant writing, collabs w/ many faculty+universities+companies, superb quality of life/weather.
Please apply + help spread the word π
This is awesome! Me and @silviasellan.bsky.social has recently started exploring how gender-agnostics 3D face models can help tracking faces during HRT and help in FFS, to realize this can also help in other facial reconstructive surgery and tracking weight gain-loss + aging.
Thats a great idea! We were also looking into other SLAM applications in robotics which also face the same challenge of textureless surface with dynamic lighting.
Our NFL-BA loss relies on the fact that points closer to the camera (depth map) with orientations facing the camera (normal map) reflect more light. NFL-BA loss is minimized during the Tracking & Mapping phase of existing SLAM frameworks, results shown on 3DGS SLAMs.
SLAM algorithms struggle on endoscopy videos - specularity, textureless, & dynamic lighting.
We introduce a Near-Field Light Bundle Adjst. loss (NFL-BA): improves performance of SOTA SLAM, e.g. MonoGS (β¬οΈ35% in tracking, β¬οΈ48% in mapping).
See asdunnbe.github.io/NFL-BA/
Led by Andrea & Daniel
Actually in 2.5yrs thatβs my biggest green flag - passion!
Its almost time to recruit PhD students, any advice on how people identify the best students for their labs? This feels like the hardest and possibly the most consequential decision I have to make (so far I have been reasonably lucky). What qualities do you look for and any red flags to watch out?
I know π€£
Why this bias against cats? π
Funny cat pics = huge mental health boost! π€£
This is my first time and I am surprised to see how good the recommendations were and what a good quality of reviewers we have in the pool!
A few key insights:
β CtrlNet struggles to preserve input color & texture during relighting.
β
Albedo-cond. Stable Diffusion to the rescue.
β Only scribble input in CtrlNet doesn't work at all.
β
Use latent code from a denoising autoencoder that predicts shading map from scribble+normal map.
π‘Introducing ScribbleLight, a generative model that can relight an image with simple scribbles - making it easier for virtual staging and interior design of homes.
Led by Jun-Myeong, collabs with Anand (TTIC), Pieter (W&M), and Annie.
@unccs.bsky.social
π chedgekorea.github.io/ScribbleLight/
SOTA virtual face re-aging techniques often struggle to preserve identity for large age changes.
We present MyTimeMachine, a personalized virtual aging gen. model, trained with ~50 images across 20-40 years.
Check out more cool results here: mytimemachine.github.io
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β¬οΈπ
We are in the process of editing a SLAM handbook, to be published by Cambridge University Press, with many *stellar* contributors. Part 1 is available as an online draft for public comments. Help us find bugs/problems!
Link to release repo is here: lnkd.in/gZhTkaxb
Holiday party with the UNC Vision & Graphics Lab students β¦ where they get to see more relaxed version of me after the CVPR deadline! π€£
'Surprisingly', good-old StyleGANv2 is more effective for identity-preserving personalized aging than Diffusion, which struggles to make subtle changes - something to fix in the future!
Credits to @luchaoqi.bsky.social for leading the work, in collabs with folks from @unccs.bsky.social and umd
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