Amitis Shidani @AmitisShidani1
DPhil Student at Statistical Machine Learning @OxCSML Joined June 2022-
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Contrastive learning usually maximize the similarity of exactly 2 views. What happens for >2 views? 🤔 In our ICLR 2024 paper Poly-View Contrastive Learning (PVC) arxiv.org/abs/2403.05490, we find contrasting >2 views outperforms 2-view methods for the same compute 🧵
Monzy Rahman @MonzilurRahman
109 Followers 136 Following Computational Neuroscientist/ Dendritic Mechanisms of Learning/ Auditory Processing/ Postdoc at Cornell University
Pierre Alquier @PierreAlquier
8K Followers 5K Following Professor of Statistics @ESSEC_AP 🇸🇬 // Previously @RIKEN_AIP 🇯🇵 @ENSAEparis 🇫🇷 @ucddublin 🇮🇪 🇪🇺 // random posts about research & birds photos // 🌈
George Deligiannidis @GeorgeDeligian9
482 Followers 378 Following Associate Professor of Statistics @ Oxford
Arnaud Doucet @ArnaudDoucet1
4K Followers 629 Following Professor at Oxford @OxCSML, @oxfordstats, Professorial fellow at @Hertfordcollege and Senior Staff Research Scientist at @GoogleDeepMind.
Pau Rodríguez López @prlz77
1K Followers 1K Following Research Scientist @Apple MLR on #machine_learning understanding and robustness. @ELLISforEurope member. Previously at ServiceNow and Element AI in Montréal.
Hassan Sami Adnan @hsami
1K Followers 5K Following 🎓Reading DPhil @UniofOxford @OxPrimaryCare 🤖Human Centred AI • Digital Health 🎗Member @R_S_P_H 💼Affiliations: @Apple @ChariteBerlin @HPI_health @WHO
Jacqueline Line @JacquelineRLine
375K Followers 371K Following Toy/Miniature Poodle Rescuer ❤️rescue unwanted toy/miniature poodles❤️seniors/hospice, heartworm+, cushing’s, kidney, IVDD,special medical needs (blind/deaf)❤️
Shamir Montazid @SMontazid
803 Followers 121 Following Researcher based at @OxfordOncology working on cancer, ageing, and stem cells. Views are my own. (he/him)
Benjamin Guedj @bguedj
3K Followers 5K Following Machine learning researcher @Inria @ucl | @ai_ucl @uclcs @Inria_Lille @turinginst Scientific director of #InriaLondon Young Leader @francobritish 🇫🇷🇪🇺🇬🇧
Stefano Ermon @StefanoErmon
13K Followers 362 Following Associate Professor of #computerscience @Stanford #AI #ML #Sustainability
Brandon McKinzie @mckbrando
2K Followers 2K Following Multimodal LLMs @Apple. Prev: Physics/CS @UCBerkeley.
Behnam Neyshabur @bneyshabur
18K Followers 690 Following Senior Staff Research Scientist @GoogleDeepMind, Interested in reasoning w. LLMs, traveling & backpacking
Arash Vahdat @ArashVahdat
8K Followers 808 Following Principal scientist and research manager @nvidia research, leading forward-looking fundamental generative AI research efforts, views are my own.
Monzy Rahman @MonzilurRahman
109 Followers 136 Following Computational Neuroscientist/ Dendritic Mechanisms of Learning/ Auditory Processing/ Postdoc at Cornell University
Pierre Alquier @PierreAlquier
8K Followers 5K Following Professor of Statistics @ESSEC_AP 🇸🇬 // Previously @RIKEN_AIP 🇯🇵 @ENSAEparis 🇫🇷 @ucddublin 🇮🇪 🇪🇺 // random posts about research & birds photos // 🌈
OpenAI @OpenAI
3.5M Followers 0 Following OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6LgzPA
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.
Anthropic @AnthropicAI
264K Followers 26 Following We're an AI safety and research company that builds reliable, interpretable, and steerable AI systems. Talk to our AI assistant Claude at https://t.co/aRbQ97uk4d.
Lucas Beyer (bl16) @giffmana
56K Followers 447 Following Researcher (Google DeepMind/Brain in Zürich, ex-RWTH Aachen), Gamer, Hacker, Belgian. Mostly gave up trying mastodon as [email protected]
Xiaohua Zhai @XiaohuaZhai
3K Followers 208 Following Senior Staff Researcher @GoogleDeepMind team in Zürich
Pau Rodríguez López @prlz77
1K Followers 1K Following Research Scientist @Apple MLR on #machine_learning understanding and robustness. @ELLISforEurope member. Previously at ServiceNow and Element AI in Montréal.
Bogdan Mazoure @bogdan_mazoure
786 Followers 348 Following Research Scientist @Apple MLR. PhD from @mcgillu + @MILAMontreal. Previously @Deepmind, @GoogleAI and @MSFTResearch.
Alaa El-Nouby @alaa_nouby
523 Followers 302 Following Research Scientist at @Apple. Previous: @Meta (FAIR), @Inria, @MSFTResearch, @VectorInst and @UofG . Egyptian 🇪🇬 Deprecated twitter account: @alaaelnouby
Percy Liang @percyliang
49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
Simon Kornblith @skornblith
3K Followers 999 Following researcher/engineer @AnthropicAI | former @GoogleDeepMind @mitbrainandcog @zotero | @[email protected]
François Fleuret @francoisfleuret
31K Followers 460 Following Prof. @Unige_en, Adjunct Prof. @EPFL_en, Research Fellow @idiap_ch, co-founder @nc_shape. AI and machine learning since 1994. I like reality.
Jascha Sohl-Dickstein @jaschasd
19K Followers 626 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.
AI at Meta @AIatMeta
533K Followers 256 Following Together with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
Microsoft Research @MSFTResearch
553K Followers 2K Following We advance science and technology to benefit humanity. https://t.co/kz0nARXbwT Register for Microsoft Research Forum ⬇️ Get our newsletter
George Deligiannidis @GeorgeDeligian9
482 Followers 378 Following Associate Professor of Statistics @ Oxford
Arnaud Doucet @ArnaudDoucet1
4K Followers 629 Following Professor at Oxford @OxCSML, @oxfordstats, Professorial fellow at @Hertfordcollege and Senior Staff Research Scientist at @GoogleDeepMind.
Tom Rainforth @tom_rainforth
5K Followers 304 Following Senior research fellow (faculty) in machine learning at the University of Oxford, Head of RainML Research Lab (https://t.co/uuBwQ2WdMN)
Pierre Ablin @PierreAblin
5K Followers 340 Following Machine learning research scientist at @Apple. I mostly tweet about optimization, stats and ML.
Maartje ter Hoeve @maartjeterhoeve
2K Followers 380 Following Machine Learning Researcher @Apple MLR • PhD from @UvA_Amsterdam • MSc AI, BA Linguistics • Interned @Apple MLR; @MetaAI; @MSFTResearch; @BlendleResearch
Fei-Fei Li @drfeifei
457K Followers 1K Following Prof (CS @Stanford), Co-Director @StanfordHAI, CoFounder/Chair @ai4allorg, Researcher #AI #computervision #ML AI+healthcare
Yann LeCun @ylecun
713K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Josh Susskind @jsusskin
2K Followers 538 Following Apple ML research: foundations, perception, action, future technology, creativity, curiosity, compositionality, scientific jazz!
Kanaka Rajan @KanakaRajanPhD
10K Followers 2K Following Associate Professor at Harvard & Kempner Institute. Applying computational frameworks & ML to decode multi-scale neural processes. Marathoner. Rescue dog mom.
Surya Ganguli @SuryaGanguli
15K Followers 457 Following Associate Prof of Applied Physics @Stanford, and departments of Computer Science, Electrical Engineering and Neurobiology. Venture Partner @a16z
Miguel Angel Bautista @itsbautistam
2K Followers 181 Following I am a research scientist (currently @ Apple ML Research) seeking a grand unification of generative modeling 🇪🇸🇺🇸
Eeshan Gunesh Dhekane @EeshanDhekane
43 Followers 329 Following Machine Learning Researcher Engineer at MLR, Apple (Cambridge, UK) | Interested in Artificial Intelligence, Mathematics, Philosophy, and Astronomy
Jason Ramapuram @jramapuram
793 Followers 397 Following ML Research Scientist MLR | Formerly: DeepMind, Qualcomm, Viasat, Rockwell Collins | Swiss-minted PhD in ML | Barista alumnus ☕ @ Starbucks | 🇺🇸🇮🇳🇱🇻🇮🇹
Dan Busbridge @danbusbridge
394 Followers 853 Following Machine Learning Research @ Apple (opinions are my own)
Shamir Montazid @SMontazid
803 Followers 121 Following Researcher based at @OxfordOncology working on cancer, ageing, and stem cells. Views are my own. (he/him)
OxCSML @oxcsml
3K Followers 172 Following Computational Statistics, Statistical Methodology, and Machine Learning Research Group. Based at @OxfordStats.
Oxford Statistics @OxfordStats
6K Followers 558 Following Official feed for the Department of Statistics at the University of Oxford
Science Magazine @ScienceMagazine
4.0M Followers 483 Following The world's leading outlet for cutting-edge research in all areas of science. Follow @NewsfromScience for stories from our news team.
Google DeepMind @GoogleDeepMind
945K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
University of Oxford @UniofOxford
1.0M Followers 2K Following Welcome to our official account 👋 Follow for the latest news, research and updates about life at Oxford.
Microsoft @Microsoft
13.9M Followers 2K Following We're on a mission to empower every person and every organization on the planet to achieve more. Support: @MicrosoftHelpsBrilliant work from @mckbrando and team on MM1! Packed with practical insights on training and scaling multimodal generative models. Definitely recommended for those looking to dive deeper into this area. arxiv.org/abs/2403.09611 github.com/apple/axlearn
Thrilled to share MM1!. The MM1 series of models are competitive with Gemini 1 at each of their respective model sizes. Beyond just announcing a new series of models, we also share the ablation results that guided our research process (🧵).
Thrilled to share MM1!. The MM1 series of models are competitive with Gemini 1 at each of their respective model sizes. Beyond just announcing a new series of models, we also share the ablation results that guided our research process (🧵).
"User-friendly Introduction to PAC-Bayes bounds" is now published: nowpublishers.com/article/Detail… Thanks a lot for all the feedback on the first version I posted on arXiv some time ago 🙏 I'll be teaching a course on this topic at SSML 2024 @OISTedu groups.oist.jp/mlss
unless you’re a Bayesian, you don’t need to write a prior work section
Interested in Bayes + Self-Supervised Learning? Come to the SSL workshop at #NeurIPS2023 Room 217 We show that coupling Bootstrap Your Own Latent (BYOL) with Bayes-by-Backprop (BBB) learns a distrbutionally aligned predictive variance with supervised learning without any labels.
Excited to share "How to Scale Your EMA" arxiv.org/abs/2307.13813 where we look at model exponential moving averages. Q: My model is worse when I train with large batch sizes. I'm scaling my learning rate properly, what's happening? 🤔 A: You should scale your EMA momentum!💡
Great work by our Amitis that shows the benefits of increasing (in a principled manner) the number of positive views in a contrastive learning framework.
@XiaohuaZhai @giffmana This paper is the work of our amazing intern Amitis Shidani 🎉 as well as my awesome Apple MLR collaborators: Devon Hjlem, @jramapuram, Russ Webb, and @EeshanDhekane arxiv.org/abs/2403.05490 openreview.net/forum?id=iHcTL… Please reach out with questions, hope to see you at ICLR!
Excited to share our new preprint! Transformers have emerged as the de-facto inductive bias across numerous domains ranging from language modeling to speech recognition. In this work by @Apple ML Research, we take an in-depth look at the training stability of transformers. 1/N
Stabilizing Transformer Training by Preventing Attention Entropy Collapse abs: arxiv.org/abs/2303.06296
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