Aleksandra Faust @AleksandraFaust
Research Scientist with Google @Deepmind. Previously, @GoogleAI in #GoogleBrain. @Waymo, @SandiaLabs, @UNM, @UIUC. afaust.info Palo Alto, CA Joined April 2009-
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Also for cases where human examples are difficult (problem solving) unsupervised and reinforced in-context learning brings CoT without exemplars with similar or stronger performance. Plus, many shot ICT can correct for pre training biases, it just needs the right context.
Also for cases where human examples are difficult (problem solving) unsupervised and reinforced in-context learning brings CoT without exemplars with similar or stronger performance. Plus, many shot ICT can correct for pre training biases, it just needs the right context.
Huge congrats to @austinvhuang and the team!
Huge congrats to @austinvhuang and the team!
Looking forward to presenting, attending, connecting with old friends, and making some new ones. Thanks for organizing.
Looking forward to presenting, attending, connecting with old friends, and making some new ones. Thanks for organizing.
Interesting to hear @kevinroose & @sama mention @GoogleDeepMind's "Levels of AGI" framework (arxiv.org/pdf/2311.02462…) when discussing #AGI on the latest Hard Fork podcast!
Interesting to hear @kevinroose & @sama mention @GoogleDeepMind's "Levels of AGI" framework (arxiv.org/pdf/2311.02462…) when discussing #AGI on the latest Hard Fork podcast!
Levels of AGI: Operationalizing Progress on the Path to AGI Levels of Autonomous Driving are extremely useful, for communicating capabilities, setting regulation, and defining goals in self driving. We propose analogous Levels of *AGI*. (ChatGPT is a Level 1 "Emerging" AGI)
Really excited to see this paper out. It aims to start a practical conversation around model capabilities and risks associated with the capabilities and the context in which they are used. Huge thanks to @merrierm and my other colleagues from @GoogleDeepMind
Really excited to see this paper out. It aims to start a practical conversation around model capabilities and risks associated with the capabilities and the context in which they are used. Huge thanks to @merrierm and my other colleagues from @GoogleDeepMind
Very excited to see Waymax launch and looking forward to the innovation that it might bring to the autonomous driving space. Last but not least, it was a wonderful collaboration between #waymoresearch and @GoogleDeepMind w/ @georgejtucker @JDCoReyes @BeccaRoelofs @agarwl_
Very excited to see Waymax launch and looking forward to the innovation that it might bring to the autonomous driving space. Last but not least, it was a wonderful collaboration between #waymoresearch and @GoogleDeepMind w/ @georgejtucker @JDCoReyes @BeccaRoelofs @agarwl_
Very excited to see the Web Agents line of work land in Bard Extensions as part of building @YouTube and @Google extensions. Congrats @austinvhuang and @yujin_tang and everyone else.
Very excited to see the Web Agents line of work land in Bard Extensions as part of building @YouTube and @Google extensions. Congrats @austinvhuang and @yujin_tang and everyone else.
Congratulations, Bert.
Our new preprint introduces a genestlist web agent. Txt->multi-step actions (code) on the websites in the wild. Three #LMMs: planner, perception, and controller with self-supervision arxiv.org/abs/2307.12856 @frt03_ @IzzeddinGur @austinvhuang @mustafa_safdari @douglas_eck
Our new preprint introduces a genestlist web agent. Txt->multi-step actions (code) on the websites in the wild. Three #LMMs: planner, perception, and controller with self-supervision arxiv.org/abs/2307.12856 @frt03_ @IzzeddinGur @austinvhuang @mustafa_safdari @douglas_eck
Here are all the infos for #AutoML23 in one place. Please share widely -- it's going to be great!🚀 Call for Participation: #AutoML conference 2023, Potsdam/Berlin, September 12-15, 2023. 2023.automl.cc Some reasons to join the conference: - 5 great on-site keynote…
"25 Years of Evolution in Speech and Language Processing" ieeexplore.ieee.org/document/10188… "In this article, we summarize the evolution of speech and language processing (SLP) in the past 25 years. We first provide a snapshot of popular research topics and the associated state of ..."
We’re adding text-to-speech capabilities to Bard in over 40 languages, so you can listen to responses and see what it helps you imagine and create → goo.gle/44NgU9N
[1/3] Here's a simple but powerful idea to improve RLHF / RLAIF by combining it with knowledge distillation: Simply regularize the LLM policy (student) to a more capable teacher model instead of the base student model for the KL regularization term.
Thank you for organizing. The discussion was engaging and fun. Specialist or generalis? Time will tell.
Thank you for organizing. The discussion was engaging and fun. Specialist or generalis? Time will tell.
1k member on @united and eligible for a free upgrade. Four empty seats in business. The system won't let upgrade me. The gate agent couldn't do it, an agent on the phone couldn't do it, the pilot couldn't do it. Ten other people got upgraded. No explanation why. What the heck.
(1/N) Knowledge distillation methods for autoregressive sequence models, such as LLMs, suffer from distribution mismatch and model under-specification. 🌟 Presenting GKD (Generalized Knowledge Distillation), a simple method to overcome these challenges! arxiv.org/abs/2306.13649
New work on interaction with quadrupeds. LLMs output foot patterns, which a separately learned controller executes. It's fascinating that LMMs decode non-descriptive motion prompts ("We are going to a picnic") into emotionally expressive motion (leaping, happy dog) @yujin_tang
New work on interaction with quadrupeds. LLMs output foot patterns, which a separately learned controller executes. It's fascinating that LMMs decode non-descriptive motion prompts ("We are going to a picnic") into emotionally expressive motion (leaping, happy dog) @yujin_tang
Jim Fan @DrJimFan
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33K Followers 966 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDRTed Xiao @xiao_ted
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135 Followers 330 Following research engineer @DeepMind. ex Mercari US. @stanford AI/HCI. he/himEric Chu @its_ericchu
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519 Followers 6K Following CS'26 • Machine Learning • Open-Source • Web Dev. • Algorithms • Jai Shree Krishna 🦚🪈Olga @Olga104992
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1 Followers 473 Following Nice to meet you. My hobbies are reading, food and sports. I like cats😘 I like to meet new friends while traveling🎉🎉🎉Eden @Eden9772338381
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27 Followers 11 Following The Automated RL Workshop Coming to ICML'24 with a focus on LLMs & In-Context Learning!John Reid @__Reidy__
345 Followers 964 Following Generating AI one bit at a time @DeepMind, formerly @Blue_Prism and @mrc_bsu. All ill-considered thoughts my own neurons' work and not my employers'.Radoslav Krivak @rdkbio
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709K Followers 717 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.Karol Hausman @hausman_k
22K Followers 141 Following @Physical_int ex: researcher @GoogleAI/@DeepMind, adj. Prof. @Stanford. Into robots, AI, NBA, philosophy, soccer and almond croissants. 🇵🇱🇺🇸AK @_akhaliq
308K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80GxGoogle DeepMind @GoogleDeepMind
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25K Followers 1K Following Senior Research Scientist at @GoogleAI and Assistant Professor @uwcse. Social Reinforcement Learning in multi-agent and human-AI interactions. PhD from @MIT.Sergey Levine @svlevine
79K Followers 122 Following Associate Professor at UC Berkeley Co-founder, Physical IntelligenceEugene Vinitsky @EugeneVinitsky
13K Followers 2K Following Anti-cynic. Artificial narrow intelligence. Autonomous vehicles, multi-agent learning, and transportation. RS at Apple, Asst. Prof at @nyutandon. He/him.Peyman Milanfar @docmilanfar
67K Followers 261 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.Eric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0pPablo Samuel Castro @pcastr
10K Followers 813 Following Señor swesearcher @ Google DeepMind. Adjunct prof @ U de Montreal & Mila. Musician. From 🇪🇨 living in 🇨🇦.Animesh Garg @animesh_garg
21K Followers 1K Following Foundation Models for Generalizable Autonomy. Assistant Professor in AI Robotics @GeorgiaTech + @NvidiaAI. prev @Stanford @berkeley_ai @UofTCompSciRosanne Liu @savvyRL
33K Followers 966 Following Cofounded & running @ml_collective. Host of Deep Learning Classics & Trends. Research at Google DeepMind. DEI/DIA Chair of ICLR & NeurIPS. Writing https://t.co/IbycyGfnDRTed Xiao @xiao_ted
11K Followers 680 Following I teach robots to be smarter @GoogleDeepMind. Tweets about robot learning, scaling, and large models. Opinions my own.Soumith Chintala @soumithchintala
185K Followers 872 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.Jeff Dean (@🏡) @JeffDean
296K Followers 6K Following Chief Scientist, Google DeepMind and Google Research. Co-designer/implementor of things like @TensorFlow, MapReduce, Bigtable, Spanner, Gemini .. (he/him)Danijar Hafner @danijarh
14K Followers 867 Following Building AI that makes autonomous decisions using world models, artificial curiosity, and temporal abstraction @DeepMindShane Gu @shaneguML
28K Followers 1K Following Research Scientist & Manager @GoogleDeepMind Tokyo/MTV. ex: @GoogleAI Brain, @OpenAI. (JP: @shanegJP)Google AI @GoogleAI
2.2M Followers 23 Following Google AI is focused on bringing the benefits of AI to everyone. In conducting and applying our research, we advance the state-of-the-art in many domains.Yi Su @YiSu37328759
389 Followers 614 Following Researcher @GoogleDeepmind. Phd from @Cornell. Working on contextual bandits, reinforcement learning and their applications in user interactive systems.Isil Dillig @IsilDillig
3K Followers 799 Following CS Professor at UT Austin + President of @VeridiseIncLei M. Zhang @l32zhang
274 Followers 383 Following Senior Research Scientist @GoogleDeepMind Prev: @OpenAI @nanoleaf @BellLabs PhD from @UofTJesse Farebrother @JesseFarebro
657 Followers 306 Following PhD student @Mila_Quebec / @McGillU. Student Researcher @GoogleDeepMind.StanfordResearchPark @SRPPaloAlto
9K Followers 7K Following Stanford Research Park is a community of and for people who seek to invent the future.Tianhe Yu @TianheYu
749 Followers 147 Following Research Scientist @DeepMind @GoogleAI. PhD from @StanfordAILab.Yuma Koizumi @yuma_koizumi
3K Followers 468 Following Senior Research Scientist @GoogleDeepMind Tokyo 🇯🇵. Speech processing. Tweets are my own.EEML @EEMLcommunity
3K Followers 11 Following Strengthening the Eastern European ML community and improving diversity in the field. https://t.co/34QAbYBeDoScott Niekum @scottniekum
4K Followers 371 Following Associate professor at UMass Amherst CICS. AIignment, safety, reinforcement learning, imitation learning, and robotics.Lucie Kerley @luciekerley
6K Followers 2K Following 👩🏻🦰 Social + Influencer Partnerships @GoogleDeepMind, via Harvey Nash. Storyteller interested in #AI, #Creators, #Tech for Good + more.. ✍ Own viewsEkin Dogus Cubuk @ekindogus
3K Followers 381 Following Research scientist at Google DeepMind, working on machine learning and materials science.Clément @clmt
15K Followers 2K Following AI @ Google DeepMind. Ex NVIDIA (built AI for self-driving cars + GPU data science), Twitter (started AI team), MadBits (founded+sold @ Twitter) 🇺🇸🇫🇷Martin Engelcke @martinengelcke
782 Followers 623 Following Research Scientist @GoogleDeepMind, previously PhD & postdoc at @a2i_oxford / @oxfordrobots, views my own.Sasha Goldshtein @goldshtn
4K Followers 1K Following Software Engineer at Google Research. I work on Gemini factuality. Opinions my own. He/him.Meredith Ringel Morri.. @merrierm
10K Followers 660 Following Director of Human-AI Interaction Research @GoogleDeepMind. @UW Affiliate Prof. #HCI & human-centered #AI; @sigchi Academy; ACM Fellow. Opinions my own.Shane Legg @ShaneLegg
51K Followers 57 Following Co-founder and Chief AGI Scientist, Google DeepMindTris Warkentin @triswarkentin
358 Followers 99 Following Tech builder, Google DeepMind Product Management Director, and all-around happy guy. Launched Gemma, Bard, Imagen, and many other neat AI things.Allan Dafoe @AllanDafoe
2K Followers 562 Following AGI governance: navigating the transition to beneficial AGI (Google DeepMind)Jascha Sohl-Dickstein @jaschasd
19K Followers 622 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.Karl Tuyls @karl_tuyls
2K Followers 334 Following Ex: team lead @ DeepMind,@GoogleDeepMind - still working on AGI in a Multi-Agent world. CS professor (Liverpool/Leuven) and LFC fan.Nathan Lambert @natolambert
25K Followers 687 Following Figuring out AI @allen_ai, "rl boi" DM me papers. Writes @interconnectsai, talks @retortai Has phd and some credentials👩💻 Paige Bai.. @DynamicWebPaige
59K Followers 2K Following ✨Keep it simple, make it scale. AI should be about empowering people, building understanding, & making dreams realities. 👩💻GenAI @GoogleDeepMind ex-@GitHubMatt Henderson @matthen2
79K Followers 2K Following maths, visualisations, conversational AI. currently @RekaAILabs - previously: @Apple AI/ML, @PolyAI, @GoogleAI, MSc @EdinburghUni, PhD @Cambridge_EngJuanjo Garau @juanjogarau
537 Followers 925 Following Research Scientist @instadeepai. PhD @MIT. @FundlaCaixa Fellow. @la_UPC CFIS. Prev: @Google @Novartis. AI, RL, Autonomy. From Mallorca. Personal views here.Mrinal Kalakrishnan @mkalakrishnan
682 Followers 269 Following Embodied AI Research Lead @ Meta FAIRShakir Mohamed @shakir_za
44K Followers 1K Following ML with Social Purpose. @[email protected] | Research Scientist @DeepMind | Strengthening African ML @DeepIndaba. He/Him. South African 🇿🇦🏳️🌈🌍Fei Xia @xf1280
6K Followers 693 Following Research Scientist at @GoogleDeepMind, Robot Learning, Computer Vision. PhD from @StanfordAILab @StanfordSVL, previously @Tsinghua_Uni. #AGI through Embodiment松尾 豊 @ymatsuo
63K Followers 1K Following 東京大学で人工知能の研究をしてます。工学系研究科 人工物工学研究センター/技術経営戦略学専攻 専攻長・教授。日本ディープラーニング協会理事長。ソフトバンクグループ社外取締役。新しい資本主義実現会議構成員。AI戦略会議座長。デジタル市場競争会議構成員。専門は人工知能/深層学習。人工知能は人間を超えるかなど。Hiroki Furuta @frt03_
446 Followers 246 Following PhD student at The University of Tokyo @Matsuo_Lab / Student Researcher at @GoogleDeepMind / Large Language Models / Deep Reinforcement LearningRichard Sutton @RichardSSutton
26K Followers 37 Following Student of mind and nature, libertarian, chess player, cancer survivor. @ Keen Technologies, UAlberta, Amii, RLAI, The Royal Society, RichSutton.ethTu Vu @tuvllms
3K Followers 891 Following Research Scientist @GoogleDeepMind & Assistant Professor @VT_CS. PhD from @UMass_NLP. #NLProcStefanos Nikolaidis @snikolaidis19
942 Followers 151 Following Associate Professor @USC. PhD from @CMU_Robotics, MS from @MIT, MEng from #UTokyo, BS from @NTUA. Previously worked at @SquareEnix in Tokyo.Matt Fontaine @tehqin17
402 Followers 232 Following roboticist in training @ USC, Algorithms Live! host, ICPC judge, USACO coachGreg Serapio-García @gregserapio
277 Followers 598 Following computational social psych + responsible AI + LLM research @Gates_Cambridge @Cambridge_Uni | prev. @GoogleDeepMind @GoogleAI | he/him/they 🏳️🌈Murray Shanahan @mpshanahan
16K Followers 312 Following Professor at Imperial College London and Principal Scientist at Google DeepMind. Tweeting in a personal capacity. To send me a message please use emailKazuki Otsuka 大塚�.. @K00TSUKA
692 Followers 29 Following betting my life to make my whole idea reality. INTPfly51fly @fly51fly
5K Followers 2K Following BUPT prof | Sharing latest AI papers & insights | Join me in embracing the AI revolution! #MachineLearning #AI #InnovationNational Academies @theNASEM
94K Followers 2K Following Non-partisan. Non-profit. Evidence-based advice on pressing issues from the official account of the National Academies of Sciences, Engineering, and Medicine.Brian Anderson @braindersnn
537 Followers 2K Following Neuromorphics @Intel | MLPerf, TPU perf, Chrome GPU @Google | Android GPU, ASIC design @Nvidia | Robots @MediaLab | HT patch clamp @Tecella | RunnerVivek Kumar @vivek_kumar
2K Followers 612 Following Senior Manager, Sound Understanding at @googleai. Ex @Dolby & @Broadcom. Talks and Investments 👉🏽 https://t.co/Iqmk4l7YMFGaurav Sukhatme @gauravsukhatme
697 Followers 306 Following Robotics & Computer Science Professor, Director of USC School of Advanced Computing, Executive Vice Dean at USC Viterbi School of Engineering. Amazon Scholar.Peng @sippeyxp
100 Followers 146 FollowingKilled by Google @killedbygoogle
52K Followers 200 Following Disappointment as a Service #TransRightsAreHumanRights #StandWithUkraine 👋🔪💀 (they/he)Charline Le Lan @charlinelelan
1K Followers 624 Following Research Scientist @GoogleDeepMind .PhD in #MachineLearning @UniofOxfordDex Hunter-Torricke @DexBarton
15K Followers 5K Following Head of Comms & Marketing @GoogleDeepMind | Previously @spacex @meta @UN | All tweets personal 🇬🇧🇺🇸Jazz Fall @JazzFall
129K Followers 2K FollowingHalf marathon in 1:30! 🏃🏾🎉 Beautiful scenery definitely helped 🌳 Wine last night definitely did not 🍷
.@sguada is a fantastic engineer/researcher and a wonderful person. apply to work in his team!
Hiring Research Engineers in Mountain View, San Francisco, London, or Paris. Google DeepMind, you’ll have the opportunity to revolutionise AI by applying powerful AI to Chip Design. boards.greenhouse.io/deepmind/jobs/…
New paper!! We found a pattern in how NNs extrapolate: as inputs become more OOD, model outputs tend to go towards some “average”-like prediction. What is this “average”-like prediction? Why does this happen? Can we leverage this to better handle OOD inputs? (Spoiler: Yes!) 🧵:
To fellow robotics and automation researchers scrambling to make the IROS deadline tonight: also consider submitting to IEEE CASE (in Triest Italy) w/ deadline in 10 more days! 2024.ieeecase.org
As if climbing a glacier wasn't surreal enough, how about a glass of whiskey with ice freshly taken from that same glacier?! 🧊 Perito Moreno 🇦🇷
@JustinBullock14 @jaschasd @triswarkentin @AllanDafoe @AleksandraFaust @clmt @ShaneLegg @GoogleDeepMind While impressive, I think these new models are all still "Emerging"; they have not yet reached the "Competent" level -- to be Competent AGIs they'd have to consistently demonstrate performance above the 50th percentile of skilled adults across a very broad generality of tasks.
The paper we will release next week has the most variety of domains, architectures, and task setups that we ever tested in a single paper -- it's 10-20 lines of code that could lead to massive benefits for deep RL if our findings generalize! Amazing work by @JesseFarebro !
It's an extraordinary honor to start my 3 years term as an Associate Editor for one of the most prestigious journals in our field!
Happy New Year and welcome to all of our new editorial board members! Thank you for your service. @PanpanCai, @correlllab, @renauddetry, @Ken_Harada, @oier_mees, @SongShuran, @YuJingjin, @ProfKulic, @MacSchwager, and more.
With this Yugo, you may actually go very far Čestitke Aleksa na uspešnom launchu! 🚀
🚀 I'm happy to announce that YugoGPT-Chat is now available: yugochat.com I recently announced that the model outperformed Mistral & LLaMA 2 for Serbian, Bosnian, Croatian, and Montenegrin and now you can play with it in our playground app. Couple of things to bear…
🚀 I'm happy to announce that YugoGPT-Chat is now available: yugochat.com I recently announced that the model outperformed Mistral & LLaMA 2 for Serbian, Bosnian, Croatian, and Montenegrin and now you can play with it in our playground app. Couple of things to bear…
Wow! 🥳
This year’s most-read Representation Theory article is “Towards Combinatorial Invariance for Kazhdan-Lusztig Polynomials” by Charles Blundell, Lars Beusing, Alex Davies, Petar Velickovic, and Geordie Williamson. ow.ly/vG7E50Qgqm8
I didn't know this at all, but apparently I won the second Best Reviewer Award this year :) Thank you ASRU!!
I’m excited I’ll be joining MIT next fall, for a shared interdisciplinary faculty position between Music (@MIT_MTA @MIT_SHASS) & EECS. I’m recruiting PhD students @MITEECS for Fall 2024 (apply by Dec 15), and also Postdocs. See czhuang.github.io for details. Come join us!
Having the first Google DeepMind Japan team dinner party with my manager @AleksandraFaust
Happy Thanksgiving! (Otherwise known as Thursday to Europeans) Today I am thankful for, among many other things, the neural field being a lot more sane than the AI field. Yall are all awesome and fun to work with and be around. Also, cornbread dressing >>>>> stuffing
Second PhD student defended :) I am so proud of @reethika_ and what she accomplished over the past years. Miss her already 🥹
Exciting Life Update: Successfully defended my PhD thesis at @UMichCSE in September! 🎓 Very glad I got to share this journey with my advisor @royaensafi, thank you for your support and mentorship! ✨ #PhDone #Passed21stGrade
Honored to have been invited to serve as an Associate Editor of Robot Learning for @ieeeras Robotics and Automation Letters journal (RA-L)! Looking forward to working with the team of @AleksandraFaust 🙂