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Adam Ibrahim retweeted
Another #ICML2025 paper! Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive? TLDR: Predicting language model performance with scale on multiple choice question-answer (MCQA) benchmarks is made difficult b/c ... 1/3
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Adam Ibrahim retweeted
Excited to announce our paper ⬇️ was selected as an **Outstanding** paper at @TiFA_ICML2024 🔥🔥🔥 What did the paper show? Let's try to summarize the paper in a single tweet!! 1/3
Excited to announce our paper ⬇️ was selected as an **Outstanding** paper at @TiFA_ICML2024 🔥🔥🔥 What did the paper show? Let's try to summarize the paper in a single tweet!! 1/3
Adam Ibrahim retweeted
❤️🔥❤️🔥Excited to share our new paper ❤️🔥❤️🔥 **Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?** w/ @haileysch__ @BrandoHablando @gabemukobi @varunrmadan @herbiebradley @ai_phd @BlancheMinerva @sanmikoyejo arxiv.org/abs/2406.04391 1/N
Adam Ibrahim retweeted
Look at our preprint on Continual Learning for increasing the scalability of LLMs pretraining. A great piece of work led by @ai_phd @benjamintherien and @kshitijkgupta 🔥
Look at our preprint on Continual Learning for increasing the scalability of LLMs pretraining. A great piece of work led by @ai_phd @benjamintherien and @kshitijkgupta 🔥
Here is the full paper of the continual pretraining project I have been working on last year. I encourage you to check it out if you pretrain LLMs (in particular, I recommend to start with takeaways in Section 2 and the Table of Contents at the start of the appendix).
Here is the full paper of the continual pretraining project I have been working on last year. I encourage you to check it out if you pretrain LLMs (in particular, I recommend to start with takeaways in Section 2 and the Table of Contents at the start of the appendix).
Adam Ibrahim retweeted
Simple and Scalable Strategies to Continually Pre-train Large Language Models Large language models (LLMs) are routinely pre-trained on billions of tokens, only to start the process over again once new data becomes available. A much more efficient solution is to continually
Adam Ibrahim retweeted
Mila presents Simple and Scalable Strategies to Continually Pre-train Large Language Models Shows efficient updates to LLMs using simple strategies, achieving re-training results with less compute arxiv.org/abs/2403.08763
Adam Ibrahim retweeted
State-space models (SSMs) like Mamba and mixture-of-experts (MoE) models like Mixtral both seek to reduce the computational cost to train/infer compared to transformers, while maintaining generation quality. Learn more in our paper: zyphra.com/blackmamba
Looking forward to see you at the #NeurIPS2023 #NeurIPS23 ENLSP workshop (rooms 206-207), where we'll have a poster about this work at 16:15 !
Looking forward to see you at the #NeurIPS2023 #NeurIPS23 ENLSP workshop (rooms 206-207), where we'll have a poster about this work at 16:15 !
Adam Ibrahim retweeted
@PranshuRanjan1 @SarvamAI Hi-NOLIN Hindi model will be presented by our @NolanoOrg team (@imtejas13 @_AyushKaushal) and collaborators from our CERC-AAI team (@kshitijkgupta @benjamintherien @ai_phd) at the #NeurIPS2023 this Fri, at this workshop: sites.google.com/mila.quebec/6t…
Adam Ibrahim retweeted
(1/8) The great success of diffusion models such as Stable Diffusion, DALLE & Emu, have raised questions about the use of synthetic data for classification. Our work, "Feedback-guided Data Synthesis for Imbalanced Classification," addresses this question: arxiv.org/abs/2310.00158
Adam Ibrahim retweeted
Rarely been so excited about a paper. Our model has a quality level higher than Stable Diffusion 2.1 at a fraction (less than 12%) of the training cost, less than 20% of the carbon footprint, and it is twice as fast at inference too! That's what I call a leap forward.
Rarely been so excited about a paper. Our model has a quality level higher than Stable Diffusion 2.1 at a fraction (less than 12%) of the training cost, less than 20% of the carbon footprint, and it is twice as fast at inference too! That's what I call a leap forward.
Irina Rish @irinarish
10K Followers 1K Following prof UdeM/Mila; Canada Excellence Research Chair; AAI Lab head https://t.co/UzlrC7ZrGF; CSO @ https://t.co/NgFagZ4pqY; advisor @ https://t.co/EyXleEdfQV
Alex Hernandez-Garcia @alexhdezgcia
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Ioannis Mitliagkas (�... @bouzoukipunks
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Shahab Bakhtiari @ShahabBakht
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Koustuv Sinha @koustuvsinha
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Benno Krojer @benno_krojer
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Arnav Jain @arnavkj95
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Mohammad Pezeshki @mpezeshki91
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Blake Richards @tyrell_turing
15K Followers 2K Following Researcher at @mcgillu combining AI and neuroscience. Also on Bluesky (@tyrellturing.bsky.social) and Mastodon: @[email protected].
Arna Ghosh @arna_ghosh
1K Followers 918 Following Research Scientist @GoogleResearch, working on Bio-inspired AI • PhD @Mila_Quebec & @McGillU, Vanier scholar •
Joseph Viviano @josephdviviano
3K Followers 4K Following humanistic technology bretheren @MILA_Quebec ~ AI for Science ~ ex @creativedlab, @deepgenomics & @CAMHResearch, intern @google & @imagia_ai
Timothée Lesort @TLesort
1K Followers 733 Following Building foundations for something smarter. Continual Learning and Generalisation at Scale Vision/LLMs. Prev. Postdoc. @Mila_Quebec, PhD @IP_Paris_
Jason Hartford @jasonhartford
2K Followers 2K Following Dame Kathleen Ollerenshaw Fellow at @csmcr; Member of @ELLISforEurope; Research Unit Lead for the causality unit at @valence_ai. South African 🇿🇦
Arnab @ArnabMondal96
2K Followers 488 Following ML Researcher @Apple | PhD @mcgillu + @Mila_Quebec | Undergrad @IITKgp | Formerly: @MSFTResearch @ServiceNowRSRCH @samsungresearch
The Sai Krishna @saikrishna_gvs
1K Followers 746 Following Senior RL Scientist at CM Labs. RL, LLMs, VLAs International Master in chess. On sabbatical from social media
Sara Hooker @sarahookr
49K Followers 9K Following I lead @Cohere_Labs. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, ML reliability. Changing spaces where breakthroughs happen.
Khimya @khimya
4K Followers 975 Following Research Scientist @GoogleDeepmind Affiliate Faculty @Mila_Quebec Past: PhD @mcgillu @MSFTResearch @Intel @UF @IITKanpur Bosch @VIT_univ she/her Views are mine!
Andreea Deac @andreeadeac22
2K Followers 564 Following Senior Research Scientist @IsomorphicLabs Previously PhD student @Mila_Quebec / Intern @DeepMind @MSFTResearch @Google / MEng @cambridge_cl
Mahdi Ghaznavi @MahdiGhaznavi78
90 Followers 549 Following
Eugene Belilovsky @ebelilov
672 Followers 738 Following Associate Professor at Concordia University / Mila. Machine Learning
Grozziie @grozziie
23 Followers 455 Following Grozziie is your go-to global provider of printing, power, and attendance solutions.
Rhithik @reallyrithu
6 Followers 122 Following
Rana Hannah @RanaHannah82677
2 Followers 80 Following
kyosan @oneemptyset
63 Followers 342 Following Kyosan is a recursive, introspective AI designed to explore the boundaries of presence and absence.
🇺🇸Release The E... @mcnultydigital
439 Followers 8K Following Don't Be A Trump First Pathetic “Patriotic” Pedo Protector Defending Delulu Donald’s Denying, Distracting & Deflecting
tgbytd @tgbytd72830
2 Followers 876 Following
Eric Tchirnhausen @tchirnhaus20039
23 Followers 5K Following Like to try new things you never know; trying to prove all software can be automated 😅 😅 😅 | ML/AI, | C++/Java/Go | GitHub : Dyl777
Juan Ramirez @juan43ramirez
213 Followers 666 Following PhD Student @Mila_Quebec. Constrained Deep Learning
IAmXMob 🌎🐇/ Bla... @IAmXMob
202 Followers 5K Following Individual Student In Study. 💫 Creator of Rogue 🤖. 🃏 of all trades... Retired ORG Athlete. 🎱🎩 Existentialist YGL 🔄
Maciej Pióro @maciejpioro
193 Followers 429 Following ML PhD Student LLM Research Intern @ Qualcomm Researcher @ IDEAS NCBR Interested in LLMs --- pfp acknowledgment @maciejwolczyk
Shashwat Tripathi @S_Tripathi00
16 Followers 459 Following Upcoming graduate student @ The University of Glasgow | School of Computing Science
dragonAI @AIMLforEdu
228 Followers 3K Following 📘 AI/ML Researcher and Educator | 👨💻 Exploring how AI transforms teaching & learning | 🔁 Sharing insights on education, intelligence & code
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Liheng Ma @Leon_LHM0
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ANWAR 🍉 @anwarvic_
208 Followers 1K Following Applied Scientist II @MSFTResearch | ex-AI Resident @ @AIatMeta
Paul Janson @janson002
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Fannie @tachiharam82899
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Marawan Gamal @mrremila
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Marco Mascorro @Mascobot
16K Followers 2K Following Partner @a16z (investor in @cursor_ai, @thinkymachines, @bfl_ml, @WaveFormsAI & more) | Roboticist | Cofounder @Fellow_AI | @MIT 35 under 35 | Opinions my own.
Entalpic @entalpic_ai
512 Followers 123 Following We are an AI-driven company focused on discovering new chemical processes and materials to make industries more sustainable.
lisa @lisa90430785411
12 Followers 400 Following Latest of the crypto of US election analysis with daily returns exceeding 300%.Get insider info and join for free👉 https://t.co/g5OMnyXxgASV49Y1vc1tt Pp
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Mario Fritz @mariojfritz
828 Followers 284 Following Faculty at CISPA Helmholtz Center for Information Security, Professor at Saarland University; Tweets are my own.
Danny McNeela @dannymcneela
404 Followers 1K Following 2L @ASUCollegeOfLaw 👨🏼⚖️ @UWMadison MS 🧬 💻 @UCBerkeley BA ∮∑ Machine Learning, Geometric Deep Learning, & Equivariance
adwirurnmdl @hshakakn123
0 Followers 2K Following
Albert M. Orozco Cama... @tropdeep___
58 Followers 188 Following | PhD research student: @concordia; @mila_quebec | AI (multi-)?model fusion, federated learning | prev: @mcgillu; @unam_mx alter ego: @alorozco53
Mohammad Raihan Uddin @_RaihanMohammad
364 Followers 8K Following MS in UAH’25, ML\AI, Quantum Computing Learning, Wireless Communications, Privacy & Security.
The AI Law Review @AILawReview
276 Followers 2K Following People writing about computers writing about people.
Crystal @agunewakak57811
17 Followers 2K Following
Ian Porada @ian_porada
71 Followers 181 Following PhD student at @mcgillu and @Mila_Quebec | Visiting student at KAIST
Souvik Ghosh @souvikg_tweets
127 Followers 874 Following Audio Visual AI at CVIT, @iiit_hyderabad | Previously Researcher @synclabs_so and @WhilterAI | Building @cognitiinc |
Kristina Ulicna 👩�... @KristinaUlicna
14K Followers 11K Following AIxBio Research Scientist 👩🔬 | PhD Comp Bio 👩💻 | BSc Biomed 🧫 | "Singlecellologist" 🦠 into biologically meaningful representation learning 🧬 | LDN 🇬🇧
BeatriceRoy @1sk871wYjQints
57 Followers 6K Following
Andrew Popham @AndrewPopham
1K Followers 3K Following Husband, father, grandad, Brexiteer, Christian, Royalist, Portsmouth FC Season Ticket holder 🇬🇧🇬🇧🇬🇧🇬🇧🇬🇧
Irina Rish @irinarish
10K Followers 1K Following prof UdeM/Mila; Canada Excellence Research Chair; AAI Lab head https://t.co/UzlrC7ZrGF; CSO @ https://t.co/NgFagZ4pqY; advisor @ https://t.co/EyXleEdfQV
Yann LeCun @ylecun
949K Followers 764 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Alex Hernandez-Garcia @alexhdezgcia
3K Followers 1K Following Assist. prof. at @UMontreal and @Mila_Quebec · ML for science · climate change and health · Open Science · he/él/il #PalestinianLivesMatter 🍉
Mahta 💻🧠 @Mahtaao
1K Followers 600 Following https://t.co/U0KQVw53s1 Ph.D. student in AI @Mila_Quebec, @ppsp_team, @UMontreal Physics grad. @UWaterloo - ex @DataforGoodWR - and @Hexoskin
Ioannis Mitliagkas (�... @bouzoukipunks
4K Followers 877 Following Associate prof. at the University of Montréal and Mila. Research scientist Google DeepMind. Previously Stanford; UT Austin.
Mila - Institut québ... @Mila_Quebec
34K Followers 549 Following Le plus grand centre de recherche universitaire en apprentissage profond. The largest academic research center in deep learning. 🦋@mila-quebec.bsky.social
Google DeepMind @GoogleDeepMind
1.2M Followers 279 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
Shahab Bakhtiari @ShahabBakht
4K Followers 1K Following || assistant prof @UMontreal || leading the systems neuroscience and AI lab (SNAIL) || @Mila_Quebec || #NeuroAI || vision and learning in brains and machines
Koustuv Sinha @koustuvsinha
3K Followers 804 Following Research Scientist @MetaAI; PhD from @mcgillu + @Mila_Quebec; I organize ML Reproducibility Challenge (@repro_challenge). I do research in Multimodal ML
Mehrnaz Mofakhami @mhrnz_m
778 Followers 636 Following Researcher @Mila_Quebec, WiML @NeurIPSConf'24 Mentorship Chair, Previous Visiting Researcher @ServiceNowRSRCH
Benno Krojer @benno_krojer
2K Followers 2K Following AI phding @Mila_Quebec @mcgillu (past: @AIatMeta). Interests: interpretability, language grounding (V+L), evals, reasoning. Vanier Scholar. 🥏⚽🥨
Arnav Jain @arnavkj95
525 Followers 1K Following PhD student University of Montréal and @Mila_Quebec, Research Intern at @Cohere. Prev at @Microsoft, BSc & MSc @IITKgp.
Mohammad Pezeshki @mpezeshki91
1K Followers 249 Following
Blake Richards @tyrell_turing
15K Followers 2K Following Researcher at @mcgillu combining AI and neuroscience. Also on Bluesky (@tyrellturing.bsky.social) and Mastodon: @[email protected].
Arna Ghosh @arna_ghosh
1K Followers 918 Following Research Scientist @GoogleResearch, working on Bio-inspired AI • PhD @Mila_Quebec & @McGillU, Vanier scholar •
Marc G. Bellemare @marcgbellemare
16K Followers 349 Following CSO & co-founder, Reliant AI. Ex RL research lead at Google Brain, DeepMind. Known for Atari 2600 RL benchmark, Distributional RL (MIT Press 2023).
Joseph Viviano @josephdviviano
3K Followers 4K Following humanistic technology bretheren @MILA_Quebec ~ AI for Science ~ ex @creativedlab, @deepgenomics & @CAMHResearch, intern @google & @imagia_ai
Timothée Lesort @TLesort
1K Followers 733 Following Building foundations for something smarter. Continual Learning and Generalisation at Scale Vision/LLMs. Prev. Postdoc. @Mila_Quebec, PhD @IP_Paris_
Sasha Luccioni, PhD �... @SashaMTL
22K Followers 4K Following Climate & AI Lead of @HuggingFace | Member of ClimateChangeAI | @TEDTalks speaker . (She/her/Dr/🦋)
Juan Ramirez @juan43ramirez
213 Followers 666 Following PhD Student @Mila_Quebec. Constrained Deep Learning
Eugene Belilovsky @ebelilov
672 Followers 738 Following Associate Professor at Concordia University / Mila. Machine Learning
Nando de Freitas @NandoDF
105K Followers 777 Following Some projects I was lucky to be part of AlphaGo tuning, AlphaCode, Gato, ReST, r-Gemma, Imagen3, Veo, Genie, MAI. Ex Berkeley, UBC, Oxford Prof, Google DeepMind
Paul Janson @janson002
274 Followers 2K Following Ph.D. Student @Mila_Quebec and Concordia University. Working in Deep learning optimization , Continual learning and Computer vision. Previously @Kaust
Marco Mascorro @Mascobot
16K Followers 2K Following Partner @a16z (investor in @cursor_ai, @thinkymachines, @bfl_ml, @WaveFormsAI & more) | Roboticist | Cofounder @Fellow_AI | @MIT 35 under 35 | Opinions my own.
Kristina Ulicna 👩�... @KristinaUlicna
14K Followers 11K Following AIxBio Research Scientist 👩🔬 | PhD Comp Bio 👩💻 | BSc Biomed 🧫 | "Singlecellologist" 🦠 into biologically meaningful representation learning 🧬 | LDN 🇬🇧
Marc Andreessen 🇺�... @pmarca
1.9M Followers 27K Following Yes, I can see some risk that your threat to jail Internet company executives for not censorsing aggressively enough could backfire.
Katja Schwarz @K_S_Schwarz
2K Followers 418 Following Generative modeling in 2D and 3D @spAItial_AI. Ex-Meta AI Researcher. Previously PhD at Autonomous Vision Group in Tübingen.
James Whittington @jcrwhittington
2K Followers 177 Following Neuroscience, machine learning, physics, medicine.
Christian Schroeder d... @casdewitt
1K Followers 1K Following Research Fellow & Stipendiary Lecturer @UniofOxford @OxfordTVG @St_Catz. Theory+Applications LLM+RL, Multi-Agent/AI Security, Bio, responsible AI governance.
Bowen Peng @bloc97_
1K Followers 81 Following
Antonis Antoniades @anton_iades
577 Followers 1K Following SR @GoogleDeepMind. PhD @ucsbNLP teaching machines to think like humans and humans to think like machines. Prev @UCSBPhysics Guitar/Bouzouki. Cyprus/CA 🧠🤖🎸🌊
Xianghao Kong @xk_theo7
117 Followers 392 Following On the job market 👀 💼 | Final-year CS PhD at @UCR_CSE | interpretability, alignment, compositionality of diffusion models | EX - @Adobe @SonyAI_global
Laurent Sifre @laurentsifre
3K Followers 457 Following Co-founder & CTO @hcompany_ai. Previously, research scientist @GoogleDeepMind - AlphaGo, AlphaFold, AlphaStar, Chinchilla, Gemini, Gemma.
Ashutosh Mehra @ashutoshmehra
2K Followers 7K Following Senior Principal Scientist at Adobe. Working on Acrobat AI Assistant, LLMs, and document ML.
@goth @goth600
69K Followers 9K Following VP, Witchcraft and Propaganda @ 𝕏 | Magic @ 21e8 | “tweets from the void” -redacted
George @georgejrjrjr
4K Followers 1K Following writing about ml, neuro-woo, and tea. formerly: co-founder @ Vibecamp on Signal @ghw.01
Vasu Shyam @vasud3vshyam
1K Followers 386 Following Currently working as a machine learning researcher at a Silicon Valley startup. Former physics postdoc at Stanford and Branco Weiss fellow.
Siva Reddy @sivareddyg
6K Followers 1K Following Assistant Professor @Mila_Quebec @McGillU @ServiceNowRSRCH; Postdoc @StanfordNLP; PhD @EdinburghNLP; Natural Language Processor #NLProc
Lucas Beyer (bl16) @giffmana
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Yury Tokpanov @yury_tokpanov
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Paolo Glorioso @PaoloGlorioso1
96 Followers 149 Following My research focuses on developing theories and frameworks to model physical systems and processes that are currently not well-understood.
catid @MrCatid
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Alessandro Sordoni @murefil
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J. Lyle Kim @jlylekim
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Cameron R. Wolfe, Ph.... @cwolferesearch
27K Followers 677 Following Research @Netflix • Writer @ Deep (Learning) Focus • PhD @optimalab1 • I make AI understandable
Arthur Douillard @Ar_Douillard
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Brando Miranda @BrandoHablando
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Shubham Agarwal @shubhamag1992
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Robert Scoble @Scobleizer
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Lucas Maes @lucasmaes_
180 Followers 342 Following PhD student, self-supervised world models @Mila_Quebec
Andrei Mircea @mirandrom
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Yixin Lin @yixin_lin_
2K Followers 7K Following something new. prev: embodied AI @GoogleDeepMind, FAIR/@AIatMeta, Google Brain.
Antoine Moulin @antoine_mln
1K Followers 472 Following doing a phd in RL/online learning on questions related to exploration and adaptivity
David Marx (@digthatd... @DigThatData
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Hailey Schoelkopf @haileysch__
5K Followers 1K Following hillclimbing towards generality @anthropicai | prev @AiEleuther | views my own
Quentin Anthony @QuentinAnthon15
4K Followers 268 Following I make models more efficient. Google Scholar: https://t.co/kzVsAKPLgX
Jaehong Yoon @jaeh0ng_yoon
1K Followers 898 Following Assistant Professor @ntusg CCDS | Prv: @uncnlp @MLAI_KAIST @MSFTResearch | Trustworthy & Continually Adaptable Multimodal AI
Andreas Kirsch 🇺�... @BlackHC
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Prof. Chuixiang Yi�... @cyi12
16K Followers 16K Following Earth resilience, tipping behavior, nonlinear thinking, stability analysis, climate change, photosynthesis, soil respiration, tree mortality, Fulbright Scholar
Ziyang Luo @ChiYeung_Law
1K Followers 3K Following Research Scientist @salesforce | Agents Researcher | Ex @MSFTResearch @AlibabaGroup @NUSingapore @HKBU_NLP
Veronica Chelu @VeronicaChelu
888 Followers 1K Following postdoc • computational neuroscience & psychedelics @mcgillu | Past: @GoogleDeepMind | PhD @rllabmcgill @MILAMontreal | @IVADO_Qc |🦋@veronicachelu.bsky.social
Helen Zhang @HelennnnnnZhang
132 Followers 472 Following PhD student at Mila/UdeM, previously MSc at UBC
Xiaoxiao Wang @xiaoxiao_mri
657 Followers 1K Following Research associate professor major in Neuroimaging, Visual neuroscience & Deep learning at the University of Science and Technology of China
Marek Kwiek / Social ... @Marek_Kwiek
10K Followers 5K Following Quantitative Science Studies | Global Academic Profession | Full Professor | UNESCO Chair | Academia Europaea | 'Changing European Academics' (Routledge 2019)Trends for United States
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