Henry Gouk (@henrygouk) profile picture

Lecturer (Assistant Professor) and RAEng Research Fellow @InfAtEd 🏴󠁧󠁢󠁳󠁣󠁴󠁿, previously PhD @waikato 🇳🇿. Reliable knowledge transfer in #MachineLearning

Edinburgh, Scotland
Joined April 2014
Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)Photo by Henry Gouk (@henrygouk)
Happy to announce that I've been awarded a #RAEngResearch Fellowship for 2022! Over the next 5 years I'll be working on making machine learning reliable for problems with very little data. Thanks to @InfAtEd @EdinburghUni @tmh31 for the support!
We are delighted to reveal the 17 new awardees receiving a #RAEngResearch Fellowship for 2022. Deep water mooring lines for floating offshore wind turbines and software for autonomous space robotics are among the projects being supported. Get to know them: raeng.org.uk/news/academy-an…
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🎉 Super excited to share that I'll be attending #ICCV2023 in Paris 🇫🇷 to present my paper - Quality Diversity for Visual Pre-training - a pre-training strategy inspired by Quality Diversity Optimization in robotics 🤖 @henrygouk @dali_academic @tmh31
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We are delighted to announce the 12 new appointments made to the Research Fellowships scheme for 2023. Ten Research Fellowships and two Engineering for Development Research Fellowships have been awarded for innovative solutions to a wide range of societal challenges. From the safe storage of long-lived radioactive nuclear waste to early detection and mitigation of Alzheimer’s disease, get to know the awardees and their projects here: raeng.org.uk/news/academy-an… #RAEngResearch Congratulations to: - Dr @x_ackers_x, from @imperialcollege - Dr @lrblackburn2 and Dr Jennifer Hack from @SheffUniEng - Dr Benyi Cao from @UniOfSurrey - Dr @duchetb, from @UniofOxford - Dr @DemetriosLefas from @Cambridge_Uni - Dr Geoffrey Neale, from @CranfieldUni - Dr @gabriellapizz, from @LivUni - Dr @lizziepolg from @EdinburghUni - Dr Tianrui Zhao from @KingsCollegeLon - Dr Temitope Odedeyi, from @UCLEngineering - Dr @sallylweston from @BristolUni
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📢📢📢 Job Opportunity! Join Dr Elliot J. Crowley and the Bayesian and Neural Systems Group as a postdoc in NAS and AutoML at the University of Edinburgh. 24-month funded position starting Autumn 2023. PhD in ML or related field required. Apply now: elxw.fa.em3.oraclecloud.com/…
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Meta Omnium is a multi-task few-shot learning benchmark to evaluate generalization across CV tasks. Work by @OBohdal @EricTian1102, @yongshuozong, @chavhan_ruchika, @dali_academic, @henrygouk, @tmh31, will be presented on 20/6 afternoon. Project page: edi-meta-learning.github.io/…
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I have fully-funded PhD positions (3.5 yrs) for troublemakers in #ML #AI who want to design the next gen of #probabilistic #models and #programs that are provably #reliable and #efficient Join @InfAtEd @EdinburghUni Email me! ✉️ Please share! 🔁 Apply 👉nolovedeeplearning.com/buyse…
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Inspired by all the data and compute hungry advances recently, we're hosting a workshop on Affordable #MachineLearning at @InfAtEd on June 30th. Come along for a mix of invited talks, posters (submit one!), and more. Details here: bayeswatch.com/affordable_ml…
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Many thanks to @ancAtEd, @SICSA_Scotland, and @RAEngNews (via their Research Fellowship scheme) for sponsoring the event!
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reminder that running an experiment multiple times with the exact same train & test set is not the kind of "statistical significance" we usually care about (though it's the one neurips requests....)
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Henry Gouk retweeted
Learn Probabilistic Circuits from experts Robert Peharz and Antonio Vergari and improve your decision-making skills. Register now at essai.si. #essai23 #aisummerschool #machinelearning #probabilisticmodeling
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The panel discussion for our #ICLR2023 workshop on Domain Generalisation starts in 45 minutes! Join us to hear what some leading researchers (@zacharylipton, @BoqingGo, @QiDou_, etc) looking at robustness to distribution shift think about what we need. iclr.cc/virtual/2023/worksho…
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For folks attending #iclr2023, I want to do a fun 1-day trip to Akagera National Park or hike to Mt. Kigali! Has anyone booked the tours or are interested? Let me know 🏞️🐅🦍
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Are you interested in doing a PhD that combines machine learning with remote sensing? Consider applying for eo-cdt.org/projects/measurin…. This is a fully-funded PhD studentship at Leeds where you will be working with Professor Andy Challinor and Dr Elliot Crowley from Edinburgh
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I'm recruiting #PhD students to work on #MachineLearning with me @InfAtEd! If you're interested in #DeepLearning methods for leveraging multiple data sources to solve ML problems, please get in touch (see link in bio for contact details). Various funding options are available.
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Happy to announce that our workshop on Differentiable Almost Everything #diffxyz got accepted to #ICML2023 Check out the website: differentiable.xyz/ @FHKPetersen @CuturiMarco @Mniepert @Michael_A_Kagan @willieneis @StefanoErmon CfP coming soon!
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Hello, everyone! We will be organizing an online workshop at ICLR 2023 aimed at one question: What do we need for successful domain generalization? The workshop will include invited talks from David Lopez-Paz, @AmosStorkey, @tommasi_tatiana, and @ylqzd2011 1/2
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We will also have special guests @zacharylipton, @QiDou_, @BoqingGo, and a couple more yet to be announced 🤫 Check out our website for more info, including a call for papers and important dates: domaingen.github.io/ 2/2
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Our paper on DL-based disease detection in ultra-widefield retinal images is now out in @NatMachIntell (I'm incredibly excited, a PhD milestone🥳) We present a promising model, and investigate whether the increased field of view is useful (Spoiler: results are surprising! 🤯) 1/n
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We present another poster today at #BMVC2022 today (2-3:30pm), called "An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition", presenting new challenge in action labelling, especially in #EpicKitchens egocentric dataset. @davmoltisanti @oisinmacaodha
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