Stanley H. Chan @stanley_h_chan
Professor | computational imaging | machine learning | Purdue ECE engineering.purdue.edu/ChanGroup/stan… Joined March 2021-
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The ECE 302 moment @PurdueECE When your undergrad student asks for your autograph... It made my day!☺️ Free copy of the book👇 probability4datascience.com
If you want to learn the best kept secrets of non-blind Poisson deconvolution, check out our newest spotlight video: youtu.be/hMBKJxjk3ZU 🤫🤫 Paper: ieeexplore.ieee.org/document/10449… by Gnanasambandam, Sanghvi and @stanley_h_chan from @PurdueECE.
2024 Summer K-12 outreach activity @PurdueECE Registration👇 engineering.purdue.edu/GEP/Machine-Le… @NickChimitt #MachineLearning #ai
📢📢📢 Seminar this Friday!! Purdue Computational Imaging Seminar Purdue ECE Distinguished Lecturer Seminar IEEE SPS Distinguished Lecturer Seminar @IEEEimaging @IEEE_TCI @PurdueECE @Qi_Guo_Vision
Purdue Computational Imaging Seminar: Prof. Suren Jayasuriya @imaginglyceum will talk this week at Purdue! DM @stanley_h_chan or me for the Zoom information. @PurdueECE @LifeAtPurdue #computationalimaging
📢New theory paper about single-photon LiDAR To appear @CVPR main conference arxiv.org/abs/2403.17719 - Closed-form formula - Equations match experiments - I did most of the writing and coding😅, with help from students and collaborators - thx AC and reviewer for feedback
Best Monday activity + STEM education for kids ... 4/8/2024, 2:56pm, Indiana #Eclipse2024
Happy to announce that I am promoted to full professor. Big shout out to my former and current students without whom this would never be possible. purdue.edu/newsroom/purdu…
📢New paper to appear @CVPR 2024 Generative Quanta Color Imaging We show how to turn a binary photon count image into a color image. - Synthesize exposure via neural ODE - Synthesize color arxiv.org/abs/2403.19066 @Qi_Guo_Vision
I wrote a tutorial on diffusion models for undergrad and grad students. I tried my best to give intuitive explanations for complicated equations. Your feedback is much appreciated Thanks to those who suggested various reading materials to me arxiv.org/abs/2403.18103
📜 New manuscript on Arxiv! Detect boundary structures in real-time from very, very noisy images using field-of-junctions. Arxiv preprints: arxiv.org/abs/2403.16494 Code and model available: github.com/guo-research-g… #computationalimaging #edgedetection #noisyimages
Interested in learning how diffusion works for generative modeling? Version 2.4.3 of DLStudio now has a new module GenerativeDiffusion that makes it much easier to learn diffusion based modeling. Go to the ExamplesDiffusion directory of the platform. engineering.purdue.edu/kak/distDLS/
We are extending the paper submission deadline for UG2+ workshop at @CVPR 2024. Deadline: April 1, 2024. Pls share with your colleagues. cvpr2024ug2challenge.github.io/papers24.html
What a wonderful achievement for RoboMaster. They went through many technological and organizational difficulties over the past few years to get to this stage. Boiler up for the team, and thanks @PurdueECE for the continued support.
What a wonderful achievement for RoboMaster. They went through many technological and organizational difficulties over the past few years to get to this stage. Boiler up for the team, and thanks @PurdueECE for the continued support.
We'll have some amazing speakers at the CCD @CVPR workshop this year! Poster submission deadline is April 7. csiplab.github.io/ccd2024/
There are two types of convolutions: - Gathering: flip-shift-add - Scattering: superposition of waves They are different See our new paper, just accepted to @IEEEsps Trans Signal Processing, March 2024. arxiv.org/abs/2303.05687 @NickChimitt @XingguangZ416 #MachineLearning #AI
Happy to share that the 13th Workshop on "Computational Cameras and Displays (CCD)" is happening at @CVPR 2024 on June 18. Submission for poster and spotlight presentations is now open (deadline April 7). Please submit your published/unpublished work. csiplab.github.io/ccd2024/
A new manuscript that I co-authored. arxiv.org/abs/2403.04498 An EM algorithm to estimate sensor parameters for deep sub-electron read noise pixels. From a few calibration measurements, we estimate read noise, dark current, offset, CG.
Advertising for the #Amazing "Image Science" @GordonConf to take place in June in Maine. Official deadline is in May, but better to apply ASAP to secure a seat. We are currently gathering significant sponsors to support Junior Researchers. grc.org/image-science-…
Does anyone have any good recommendations on which tutorials about diffusion models I should read as a beginner?
Peyman Milanfar @docmilanfar
67K Followers 264 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Ulugbek S. Kamilov @ukmlv
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Frank Nielsen @FrnkNlsn
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Jim Fan @DrJimFan
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Caglar @caglar_ee
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Michael Black @Michael_J_Black
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Computational Imaging.. @wustlcig
1K Followers 155 Following Computational Imaging Group (CIG) at @WUSTL. Computational Imaging, Biomedical Imaging, Optimization, and Deep Learning. Director @ukmlv.
Tom Goldstein @tomgoldsteincs
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Sam Power @sp_monte_carlo
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merve @mervenoyann
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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 🌈
Nick Singh | The Data.. @NickSinghTech
30K Followers 4K Following Author of Ace the Data Science Interview. Free Book Preview 👇 https://t.co/1izgOFy1Kt Founder of https://t.co/yyE4B5Ltpf (SQL Interview Prep) Ex-Facebook
i @usrbinishan
704 Followers 2K Following i learn things & make things. big fan of cheese, hack club, badminton and purdue space program. IL-BLR-ISK-HYD-BLR-DXB-WA-IN-??
Mark Hommond @hommond63048
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Yunsheng Ma @yunshengmax
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AM Parial @AmParial
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Alex_Xiangchen @AlexXiangchen
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Electronicsseeker @libertarian108
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Marcel Huber @marceljhuber
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Yash Savani @yashsavani_
217 Followers 568 Following I’m a third-year Ph.D. student in the CSD at CMU. My current research interests are numerical/probabilistic methods and deep learning.
Camilo A. Duarte-Cord.. @caduarteco
483 Followers 2K Following Postdoc at @kmyerslab lab @Columbia | PhD @Purdue | BS MechE @UNALOficial | Computational BioMech | Colombian 🇨🇴 🌈| he/him
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Pyone MaungMaung @fugokidi
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Amit Kumar Singh Yada.. @Aksy01021999
184 Followers 735 Following he/him | ECE PhD candidate at Purdue University, VIPER Lab | Director Medalist, BTech- IIT Gandhinagar | Ex @Enphase | Ex-Rakuten Research
Abijith Kamath 🇮�.. @KamathAbijith
54 Followers 248 Following PhD Student @SpectrumLabIISc, @iiscbangalore. Previously @surathkal_nitk.
UNC-Optics @UNC_Optics
1K Followers 1K Following I develop tailored optical technologies for neurosciences. Thoughts my own.
H(omer) Simpson @AgiezOmar28629
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Rahul Das @RahulThinksT8
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Peratham Wiriyathamma.. @peratham
91 Followers 1K Following Looking for a PhD position starting after Nov'24 (continued like a refugee). On the second thought, should have cleared these criminals first.
Runsen Xu @runsen_xu
370 Followers 686 Following Ph.D. student at MMLab, @CUHKofficial; B.Eng. @ZJU_China. 3D understanding for AR/robots. 👓🤖️
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Abdul-Aziz Carter @aziz_carter
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Yann LeCun @ylecun
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Peyman Milanfar @docmilanfar
67K Followers 264 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Gabriel Peyré @gabrielpeyre
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Andrew Ng @AndrewYNg
1.0M Followers 913 Following Co-Founder of Coursera; Stanford CS adjunct faculty. Former head of Baidu AI Group/Google Brain. #ai #machinelearning, #deeplearning #MOOCs
MIT CSAIL @MIT_CSAIL
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Ulugbek S. Kamilov @ukmlv
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Alfredo Canziani @alfcnz
86K Followers 268 Following Musician, math lover, cook, dancer, 🏳️🌈, and an ass prof of Computer Science at New York University
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Jia-Bin Huang @jbhuang0604
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Towards Data Science @TDataScience
224K Followers 2K Following A Medium publication sharing concepts, ideas, and codes. Share your insights and projects with our global audience: https://t.co/Mh1ZLme1o4.
Michael Black @Michael_J_Black
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Michael Bronstein @mmbronstein
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DeepLearning.AI @DeepLearningAI
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Steven Brunton @eigensteve
45K Followers 1K Following Teaches math to engineers: https://t.co/TJ5i3Pg678 Professor @UW researching #MachineLearning for #Dynamics and #Control, especially for #FluidDynamics.
Computational Imaging.. @wustlcig
1K Followers 155 Following Computational Imaging Group (CIG) at @WUSTL. Computational Imaging, Biomedical Imaging, Optimization, and Deep Learning. Director @ukmlv.
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.
#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
Kyros Kutulakos @kyroskutulakos
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Chandra Sekhar Seelam.. @CSSeelamantula
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Pier Luigi Dragotti @pdragotti
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Harshana Sumedha @harshanaSW
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Ali Almuallem @almuallem_ali
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David I. Inouye @davidinouye
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🌎Euge🪐 @culurciello
2K Followers 268 Following teaching machines how to learn; husband and father; always dreaming https://t.co/RNBxx1octH https://t.co/KdarVHQBRA @[email protected]
IEEE Trans. on Comput.. @IEEE_TCI
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Purdue University @LifeAtPurdue
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Qi Guo @Qi_Guo_Vision
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Vladimir Koifman @ImageSensorsW
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Avinash Kak @AvinashKak1
420 Followers 9 Following
Michael Zoltowski @MikeZPurdue
2K Followers 3K Following Fan of Purdue Musical Organizations, Purdue Basketball, Purdue Bands & Twirlers, Purdue Volleyball, Purdue Tennis, Purdue Soccer
Yue Lu @Yue_M_Lu
5 Followers 1 Following
Computational Optics .. @HorstmeyerLab
484 Followers 217 Following The Computational Optics Lab at Duke develops new microscopes, cameras, and computer algorithms for biomedical applications and beyond.
Jody O'Sullivan @jodyosullivan
87 Followers 21 Following Samuel C. Sachs Professor of Electrical Engineering, Washington University Dean, UMSL/WU Joint Undergraduate Engineering Program
Murat Kocaoglu @murat_kocaoglu_
2K Followers 370 Following Asst. Prof. at Purdue ECE. Works on causal machine learning, deep generative models, information theory. Was at the MIT-IBM Watson AI Lab, UT Austin, Koc, METU.
ImagingLyceum_ASU @imaginglyceum
256 Followers 253 Following Research lab at Arizona State University, focusing on computational imaging of all forms! Check out our website: https://t.co/kvw7BfQxrE
Srikanth Sugavanam �.. @Srikanthislive
1K Followers 3K Following Assistant Professor, SCEE @iit__mandi. #photonics #lasers #sensing https://t.co/mnTmQoVmTS All views my own. RTs are not endorsements.
Igor Carron @IgorCarron
5K Followers 6K Following CEO https://t.co/b9fz6WvhTx @LightOnIO Paris Machine Learning Meetup (8200+) @ParisMLGroup https://t.co/jY1eeMkqJE (10M+ pageviews) @NuitBlog Rocket Scientist
Christopher Brinton @c_brinton
285 Followers 280 Following Networking and machine learning researcher. Elmore Assistant Professor of ECE at Purdue University. Co-founder of https://t.co/zhBWbQrdgW. Author of Power of Networks.
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Yujia Xue, Ph.D. @xue_yujia
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Varun Sundar @varun19299
119 Followers 329 Following Perspective exists on the street and in cameras. PhD student at @UWMadison. Previous: undergrad @iitmadras, intern @USCViterbi.
Journal of a Muggle @MathPensieve
61 Followers 763 Following A basin to pour some mathematical thoughts. #SigProc #CompImag Wandering cosmos with a camera obscura. Phil is the fuel for life.
Morteza Mardani @MardaniMorteza
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C.W. Qiu @CWQiu3
2K Followers 1K Following B.Eng@USTC, PhD@NUS+SUPELEC, Postdoc@MIT. Professor of Optics@National University of Singapore. electromagnetics, nanophotonics, optical force, thermal meta.
Atul Ingle @atul_ingle
242 Followers 260 Following Asst Prof @CompSciPDX | Computational Imaging | Computer Vision | Signal Processing | @[email protected]
Andrea Montanari @Andrea__M
6K Followers 238 Following Professor, Statistics and Mathematics, Stanford University.
HWU SIPLab Edinburgh @HWU_SIPLab
102 Followers 120 Following
Humphrey Shi @humphrey_shi
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Dr. Mung Chiang @PurduePresident
9K Followers 200 Following 13th president of @LifeAtPurdue | Father | Professor | Engineer | Entrepreneur | #TheNextGiantLeap🚂
IEEE Signal Processin.. @IEEEsps
4K Followers 208 Following IEEE's first society, the Signal Processing Society is the world’s premier professional society for signal processing scientists and professionals since 1948.
Petros Boufounos @petrosb
484 Followers 478 Following
Antonio Ortega @elpenta
559 Followers 449 Following Teaching and research @uscminghsiehee, @uscviterbi, @usc, new app concepts @inqbarna, @lexttalk
Maxim Raginsky @mraginsky
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Christoph Studer @ProfStuder
520 Followers 574 Following Associate Professor at ETH Zurich @ETH @ETH_en. Chair of Integrated Information Processing. Former Associate Professor at @cornell_tech and @CornellECE.
Hassan Mansour @HassanMPhD
91 Followers 57 FollowingHappy to share that our lab received the Amazon Research Award in AI for Information Security for the project Causal Anomaly Detection in the Cloud. Thanks for the generous support, @AmazonScience!
The recipients, representing 51 universities in 15 countries, will have access to Amazon public datasets, AWS AI/ML services and tools, and more. Congrats to the 99 awardees! #AmazonResearchAwards amazon.science/research-award…
@stanley_h_chan @ma_jauhar Another (minor) typo : I believe a "_t" is missing at the end of the proof in section 2.2 : q_\phi(\mathbf x \mid \mathbf x_{t-1}) should be q_\phi(\mathbf x_t \mid \mathbf x_{t-1}) Thanks for a useful tutorial. I like that it focuses on ideas. And the proofs help
@stanley_h_chan Congratulations! incidentally was just reading your book probability for data science..great stuff🙌🏼
@stanley_h_chan Thanks, Stanley, for doing this. This is VERY helpful.
@stanley_h_chan Thanks for sharing! Will share the learnings
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