Peyman Milanfar @docmilanfar
Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time. milanfar.org Joined February 2014-
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“Quick, check if they cited us”
product managers in eng meetings
We thank the reviewers for their helpful suggestions
CV and AI have developed a culture of idolizing and wanting to be idolized. This happens in other fields too, but it gains momentum as more of the people rising to the top become increasingly arrogant, boastful, and lacking in humility - it's a self-reinforcing feedback loop.
Reviewer’s evaluation of your argument
You do your best, and you move forward. Regret is a counterfactual labyrinth I choose to stay out of it.
You do your best, and you move forward. Regret is a counterfactual labyrinth I choose to stay out of it.
Though not widely appreciated, the Traveling Salesman problem was solved by this guy in 1961.
"This paper contains much that is new, and true. But that which is new is not true; and that which is true is not new"
"This paper contains much that is new, and true. But that which is new is not true; and that which is true is not new"
“We achieve state of the art on standard benchmarks”
How can you move an image by a tiny (sub-pixel) amount? It's easy if you know about optical flow! To move an image by a sub-pixel amount we can use the classic brightness constancy idea from optical flow. Say we start with an image f(x,y) and want to move by an amount (δx,δy)…
How can you move an image by a tiny (sub-pixel) amount? It's easy if you know about optical flow! To move an image by a sub-pixel amount we can use the classic brightness constancy idea from optical flow. Say we start with an image f(x,y) and want to move by an amount (δx,δy)…
It was almost exactly 10 years ago, on April 16, 2014 that Google first released the Google Camera App. In that time, we've made huge strides in computational imaging, many of which leading the industry. Nice article in @inversedotcom about this history: inverse.com/tech/google-ca…
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…
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…
everybody in AI chasing the same idea
"It is only those who have neither fired a shot nor heard the shrieks and groans of the wounded who cry aloud for blood, for vengeance, for desolation. War is hell.” – William Sherman
ladies and gentlemen, the weekend
AK @_akhaliq
309K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
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Kosta Derpanis @CSProfKGD
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Michael Black @Michael_J_Black
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Frank Nielsen @FrnkNlsn
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Delip Rao e/σ @deliprao
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Michael Bronstein @mmbronstein
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Sam Power @sp_monte_carlo
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rohan anil @_arohan_
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JUN-KAI YOU @JUNKAIYOU1
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Adam (هومن) @hooistheman
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Marc Fernandes @_marcfernandes_
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Justin Sanders @gigq
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Tadabboor Research Gr.. @TadabburMa23797
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BillThornton.realtor @Billbklyn
414 Followers 502 Following helpful realtor located in Port St. Lucie Fl
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David Almog @davidalmog25
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محارب @n3o247
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erobique @erobique
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Sem @tieyne
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Chae-Ryon Kong @ChaeRyonKong
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AROGUNDADE MUIDEEN TU.. @DMuideen
708 Followers 5K Following Biochemist, Drosophilist, Neuroscientist, Nanoscientist, Bioinformatics, oncologist
AK @_akhaliq
309K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
Gabriel Peyré @gabrielpeyre
92K Followers 450 Following @CNRS researcher at @ENS_ULM. One tweet a day on computational mathematics.
Kosta Derpanis @CSProfKGD
48K Followers 198 Following #CS Associate Prof @YorkUniversity, #ComputerVision Scientist Samsung #AI, @VectorInst Faculty Affiliate, TPAMI AE, #CVPR2024/#ECCV2024 Publicity Co-chair
Alfredo Canziani @alfcnz
86K Followers 269 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
Michael Black @Michael_J_Black
58K Followers 638 Following Director, Max Planck Institute for Intelligent Systems (@MPI_IS). Chief Scientist @meshcapade. Building 3D digital humans using vision, graphics, and learning.
Jia-Bin Huang @jbhuang0604
51K Followers 285 Following Associate Professor @umdcs; Part-time Research Scientist @Meta. I like pixels.
Delip Rao e/σ @deliprao
46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Kevin Patrick Murphy @sirbayes
42K Followers 334 Following Research Scientist at Google Brain / Deepmind. Interested in Bayesian Machine Learning.
Tom Goldstein @tomgoldsteincs
23K Followers 2K Following Professor at UMD. AI security & privacy, algorithmic bias, foundations of ML. Follow me for commentary on state-of-the-art AI.
Behnam Neyshabur @bneyshabur
18K Followers 689 Following Senior Staff Research Scientist @GoogleDeepMind, Interested in reasoning w. LLMs, traveling & backpacking
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
Ulugbek S. Kamilov @ukmlv
4K Followers 2K Following Visiting Prof at ENS Paris. Associate Prof of EE/CS at WashU. Ex Google, MERL, Stanford, MIT, CMU, EPFL. Tennis player. I don’t eat animals. Ўзбекча гапираман.
Sander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).
Alex Dimakis @AlexGDimakis
13K Followers 2K Following UT Austin Professor. Researcher in Machine Learning and Information Theory. National AI Institute on the Foundations of Machine Learning (IFML) Co-director.
#CVPR2024 @CVPR
41K Followers 329 Following Official account for IEEE/CVF Conference on Computer Vision & Pattern Recognition. #CVPR2024 🇺🇸 hosts @CSProfKGD @abby621 @jbhuang0604 @hi_ice_boy @BoqingGo
Shane Gu @shaneguML
28K Followers 1K Following Research Scientist & Manager @GoogleDeepMind Tokyo/MTV. ex: @GoogleAI Brain, @OpenAI. (JP: @shanegJP)
Edward Grefenstette @egrefen
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Barak Ravid @BarakRavid
316K Followers 789 Following Political reporter for Axios covering foreign policy & the 2024 election. CNN analyst. Washington correspondent for Walla. Author of Trump's Peace. link in Bio
Haaretz.com @haaretzcom
526K Followers 2K Following All the news, opinion and analysis from Israel, the Middle East and the Jewish World
James Lucas @JamesLucasIT
357K Followers 9K Following Beauty is truth, truth beauty; that is all ye know on earth, and all ye need to know.
Yedid Hoshen @YHoshen
73 Followers 65 Following Assistant Prof., CS @ Hebrew University of Jerusalem
Hossein Talebi @hossTale
32 Followers 6 Following Senior Staff Software Engineer at Google Research working on machine learning, computer vision, and computational imaging.
Meredith Whittaker @mer__edith
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Sitan Chen @sitanch
1K Followers 159 Following assistant professor of computer science @hseas, provable algorithms for data science, 🎹
WACV @wacv_official
4K Followers 1K Following The IEEE’s and the PAMI-TC’s premier meeting on applications of computer vision | Feb 28 - Mar 4 Tucson, Arizona
François Chollet @fchollet
469K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
videos that boost you.. @cheerfulclips
1.9M Followers 24 Following please DM video submission and removal requests 💚
Ehsan Amid @esiamid
725 Followers 226 Following Senior Research Scientist @GoogleDeepMind 🌱🧠🌼🐝 (opinions my own just in case)
Quanquan Gu @QuanquanGu
9K Followers 2K Following Professor @UCLA | Head of AIDD, ByteDance Research | Recent work: Self-play fine-tuning (SPIN) | Opinions are my own
Eero Simoncelli @EeroSimoncelli
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Dorsa Sadigh @DorsaSadigh
8K Followers 390 Following CS Faculty @Stanford, @StanfordAILab 20% Research scientist @GoogleDeepMind PhD and BS from @Berkeley_EECS
Denny Zhou @denny_zhou
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George Conway @gtconway3d
2.3M Followers 2K Following Contributor, @TheAtlantic. Board President, @chkbal. gtconway3 on https://t.co/0XKwJFGwNu.
Yaron Lipman @lipmanya
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Yossi Matias @ymatias
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philip lewis @Phil_Lewis_
398K Followers 3K Following detroit native. deputy editor @huffpost. subscribe to my free newsletter below! 👇🏾
Ruiqi Gao @RuiqiGao
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Durk Kingma @dpkingma
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Hugo Larochelle @hugo_larochelle
113K Followers 625 Following Google DeepMind researcher, machine learning professor, ex-Twitter Cortex, father of 4, wine/music/comedy enthusiast
AFP News Agency @AFP
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Nataniel Ruiz @natanielruizg
6K Followers 2K Following Research Scientist @Google | author of DreamBooth | Personalization of Generative Models (HyperDreamBooth, StyleDrop, RealFill, ZipLora, Platypus, DreamBooth3D)
Kelvin Chan @kelvinckchan
682 Followers 107 Following Research Scientist @GoogleAI. Working on image/video generation, editing, and restoration.
Hyungjin Chung @hyungjin_chung
627 Followers 402 Following Ph.D. student @ KAIST | Writer @AlphaSignalAI | Prev- @GoogleAI @ LANL | Diffusion models for inverse problems, AI4Science
George Kopanas @GKopanas
1K Followers 278 Following PhD Student at @Inria + Part-time Climbing Gym Owner. Previously Intern@Adobe | SWE at @Arm
Olcan @olcan
4K Followers 864 Following Director of Product @GoogleDeepMind. Prev. Founder/CEO @ Scaled Inference, Engineer @Google (Search, Research, X, Brain). Creator of @EnjoyMindPage.
Nitasha Tiku @nitashatiku
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Kangfu Mei @KangfuM
215 Followers 114 Following 3rd year Ph.D. student @JohnsHopkins. Student Researcher @GoogleAI. Computational Photography and Generative Models. Originally from China. Ex-intern @Adobe.
Conference on Parsimo.. @CPALconf
702 Followers 1K Following CPAL is a new annual research conference focused on the parsimonious, low dimensional structures that prevail in ML, signal processing, optimization, and beyond
Demis Hassabis @demishassabis
356K Followers 125 Following Co-founder & CEO @GoogleDeepMind - working on AGI. Trying to understand the fundamental nature of reality. Also revolutionising drug discovery @IsomorphicLabs
Google DeepMind @GoogleDeepMind
942K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
internet hall of fame @InternetH0F
2.8M Followers 844 Following alt @TPayst | credit is given when original source is known. if no credit is listed, OP can DM us with credit request.
Inderjit Dhillon @inderjit_ml
891 Followers 154 Following Distinguished Scientist at Google, Professor at UT Austin, Machine Learning Researcher, Ex-VP/Distinguished Scientist at Amazon.
Martin Vetterli @MartinVetterli
18K Followers 2K Following President and Professor of Engineering at @EPFL @EPFL_en. Retweets and likes are not endorsements.
Ed H. Chi @edchi
12K Followers 4K Following Distinguished Scientist @ GoogleDeepMind. ResearchPlatform Lead for LaMDA/Bard, Neural Recommender, RobustML, AutoML, Chip Design & Reasoning. ACM Fellow.
VCs Congratulating Th.. @VCBrags
242K Followers 4K Following They're adding value™ And they're very proud of it. @BragsVentures
Accepted papers at TM.. @TmlrPub
3K Followers 2 Following
weird medieval guys B.. @WeirdMedieval
686K Followers 159 Following by @olivia__ms // listen to my podcast with @aranptappers and ORDER MY BOOK OUT NOW // [email protected] for enquiries
Luca Carlone @lucacarlone1
8K Followers 508 Following Associate Professor at MIT, SPARK Lab Director, Roboticist, interested in how machines see and understand the world (he/his/him)
Rick Osterloh @rosterloh
23K Followers 244 Following SVP, Platforms & Devices @Google, Warriors and 49ers fanIn case you are wondering, this paper proves that, in general, diffusion models do not define optimal transport maps. The proof is not straightforward though (diffusion maps are optimal maps in 1D, for radial measure and for Gaussians ...) cvgmt.sns.it/media/doc/pape…
A blessing in disguise for me was working at a company that did a lot of layoffs I saw firsthand that they got rid of a LOT of people who were very valuable -- key engineers leading products that made hundreds of millions of dollars a year
I've interviewed several people who got laid off recently. One thought seems to emerge in all of them: - "I'll never again join a company that self-describes as a family!!" Some reports are sobering:
Donald Trump is unfit for the presidency in so many different ways. But one of those ways is that he is an absolute imbecile.
Four years ago today, Donald Trump suggested injecting disinfectant and light inside of the body could be a possible cure for the coronavirus.
Excited to receive the @Google Research Scholar Award for my work on Learning and Fine-Tuning Large Models in Federated Environments! @GoogleAI research.google/programs-and-e…
This clip is so good - it captures what I think our relationship will be w/ even very capable AI: they'll propose & we'll dispose. Information good creation (as opposed to distribution) has gotten very cheap. The scarce complement to that is human judgment as to what is…
product managers in eng meetings
When students at a private, Ivy League, highly exclusive university (96% of applicants rejected) where a bachelors degree costs $350K, deem it "The People's University", you understand why so any of them go to work at The People's Hedge Fund and The People's Consulting Firm.
@docmilanfar Microscopy, particularly super-resolution microscopy suffered from a similar culture. The methods were first developed with dead stuff. People were humbled when the technology was applied to truly complex systems (live cells). Perhaps the same will happen as CV and AI are…
@docmilanfar If I understand what you're saying, not quite – I don't recall the prisoner sitting on the board of the jail.
@docmilanfar @DanielleFong Simulated annealing
When you want something bad enough, you’ll do whatever it takes to get it, and nothing will stop you ❤️
My photo of the total solar eclipse. No AI or compositing was used
In the weightlessness on @Space_Station I placed a sphere of water with an air bubble on a speaker cone, then drove it with acoustical waves from the speaker. This created a series of standing nodes and anti-nodes that responded to the frequency and amplitude. A zero gravity…
@docmilanfar Fernando Pessoa: "I always live in the present. The future I can't know. The past I no longer have."
Daniel Dennett: How to compose a successful critical commentary Rest well, and thank you
A brilliant response by Timothy Snyder to Marjorie Taylor Greene’s accusation of Nazis in Ukraine. As a leading scholar on the subject of nationalism, Snyder makes three points: 1/n
Honored to be named a @aaas fellow alongside five of my colleagues at @virginia_tech! news.vt.edu/articles/2024/…
The Ottoman traveler Evliya Çelebi's story about eating honey in a Circassian village is the most insane thing you'll read today
fucked up thing abt this is that there used to be something that ate tigers
Tigers have eye spots to avoid attacks from predators while drinking water. Getting a drink is one of the few times they are vulnerable so this affords a good backup intimidation strategy.
I’m super excited to announce that I’ll be starting a PhD in Computer Science at @Stanford this upcoming fall! Stay posted for (hopefully) cool work on visual abstraction, emergence of symbols in DNNs, & cognitively-inspired interpretability 🟦🔴
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