Sharut Gupta @sharut_gupta
PhD student @MIT_CSAIL | @AIatMeta intern | ML Robustness, Generalization and self supervised learning | IIT Delhi’22 mit.edu/~sharut/ Boston, MA Joined August 2020-
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Our computer vision textbook is released! Foundations of Computer Vision with Antonio Torralba and Bill Freeman mitpress.mit.edu/9780262048972/… It’s been in the works for >10 years. Covers everything from linear filters and camera optics to diffusion models and radiance fields. 1/4
😎So excited to see that our In-context Attack (ICA) method has been leveraged by Anthrophic to break down the most prominent LLMs -- simply by extending # in-context examples! What a lesson of scaling!😆 See how this idea originates w/ @weizeming25 arxiv.org/abs/2310.06387
😎So excited to see that our In-context Attack (ICA) method has been leveraged by Anthrophic to break down the most prominent LLMs -- simply by extending # in-context examples! What a lesson of scaling!😆 See how this idea originates w/ @weizeming25 arxiv.org/abs/2310.06387
New paper :) "Dirichlet Flow Matching with Applications to DNA Sequence Design" arxiv.org/abs/2402.05841 TLDR 1. try linear flow matching on simplex 2. oh problem: explain 3. fix it with Dirichlet flow matching 4. Try on DNA, nice, better than language model 1/4
Models often fail under distribution shifts—can pre-training on a large and diverse dataset and then fine-tuning on a task-specific dataset help? W/ @bcohenwang, @josh_vendrow we show that this depends on the specific failure mode. In particular, pre-training can help with…
This is slightly late, but big thanks to @MITEECS for covering my work during my internship at @MITIBMLab this summer! Read about our work with VLMs here: eecs.mit.edu/reasoning-and-…
How do we better design classifiers that know when they don't know? There are two different kinds of uncertainty measures in the literature -- aleatoric, or due to inherent noise in the data from overlapping classes, and epistemic, or uncertainty due to atypical inputs.
Excited to share three new papers accepted by #ICLR2024 for understanding self-supervised learning: 1. (Spotlight) On the Role of Discrete Tokenization in Visual Representation Learning 2. Do Generated Data Always Help Contrastive Learning? 3. Non-negative Contrastive Learning 🧵
@iclr_conf Joint work with some awesome coauthors including @sharut_gupta, @dereklim_lzh, @SoledadVillar5, Yinan Huang, William Lu, @PanLi90769257, and of course... @StefanieJegelka!
Really excited to share that our recent work on mitigating confounders in multimodal molecular representation learning has been accepted at ICLR 2024! arxiv.org/abs/2312.00718
Really excited to share that our recent work on mitigating confounders in multimodal molecular representation learning has been accepted at ICLR 2024! arxiv.org/abs/2312.00718
🔉We just released EmphAssess, a benchmark for evaluating emphasis in speech to speech models. This work is a product of my internship at @metaai, and we’d gladly appreciate any feedback ! 📝 : arxiv.org/abs/2312.14069 👩💻 : github.com/facebookresear…
🌟 Excited to share our latest work "Event-Based Contrastive Learning for Medical Time Series" now available on Arxiv! 📄arxiv.org/pdf/2312.10308…. A big shout out to my amazing co-authors: Nassim, @MattBMcDermott @AparnaBee @payal_chandak @MarzyehGhassemi, and Collin! 🌟
How do we attribute an image generated by a diffusion model back to the training data? w/ @kris_georgiev1 @josh_vendrow @hadisalmanX @smsampark we show that it’s useful to look at each step of the diffusion process:
I’ll present InfoCORE “Removing Biases from Molecular Representations via Information Maximization” at 1:20pm in the AI4D3 workshop at #NeurIPS2023 today. Come and check our new molecular representation model at Room 242!
Last week I presented my @Apple internship project at the CALCS Workshop at #EMNLP23, and our work received the Best Paper Award! 🏆🥳 Big thanks to all my collaborators and especially to @matt_sperber. Check out the paper if you missed it! arxiv.org/abs/2310.12648
Unrelated to all the goings on at NeurIPS, this is now available on arXiv! Paper: arxiv.org/abs/2312.04615
Unrelated to all the goings on at NeurIPS, this is now available on arXiv! Paper: arxiv.org/abs/2312.04615
Super happy to share that our paper "LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers" was selected for an Outstanding Paper Award today at #EMNLP2023! 🎉🎉🎉
Thrilled to share our paper "Generating Novel Leads for Drug Discovery using LLMs with Logical Feedback" has been accepted at #AAAI2024 !!🎉 @TCSResearch @appcair biorxiv.org/content/10.110… (1/N)
Shaily @shaily99
5K Followers 2K Following PhD @LTIatCMU Prev: @GoogleAI @MSFTResearch. Working on ethics and evaluation in #NLProc. Usually ranting, often about research & DEI. 📚 @readsndrants
Divy Thakkar @divy93t
5K Followers 2K Following Strategy, Programs & Product @GoogleAI , HCI Researcher. Ph.D @CityUniLondon Alumni @iift1963 @daiictofficial. Personal views.
Derek Lim @dereklim_lzh
2K Followers 1K Following ML @MIT_CSAIL & @LiquidAI_ Symmetries in ML @bostonsymmetry Prev @NVIDIA @MetaAI @Cornell.
Michael Bronstein @mmbronstein
43K Followers 4K Following #DeepMind Professor of #AI @UniofOxford / Fellow @ExeterCollegeOx / ML Lead @ProjectCETI / https://t.co/kZpGpDzYeV
Hannah Lawrence @HLawrenceCS
517 Followers 398 Following PhD @ MIT CSAIL. Geometric deep learning, especially learning with symmetries (equivariance). https://t.co/0XcSE5V8S2
Aditya Kusupati @adityakusupati
3K Followers 2K Following 🔬PhD.. @uwcse: @RAIVNLab; Been places..... Done things....
Hannes Stärk @HannesStaerk
8K Followers 332 Following @MIT PhD student • ML for molecular biology and flow generative models
Fabrizio Frasca @ffra.. @ffabffrasca
2K Followers 553 Following Postdoctoral Fellow @TechnionLive — Geometric Deep Learning in some of its various forms — PhD @imperialcollege — Previously @twitter, @fabula_ai and @polimi
Learning on Graphs Co.. @LogConference
7K Followers 749 Following LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
Vivek Gupta @keviv9
2K Followers 5K Following PostDoc @cogcomp UPenn | Ph.D. CS @UUtah | @iitkanpur. @Bloomberg & @MSFTResearch Fellow | ex-@MetaAI, @IBM, @Verisk, @samsungresearch, @Synopsys #nlp #ml
Symmetry and Geometry.. @neur_reps
3K Followers 1K Following NeurIPS workshop and digital community | 🌐 geometry, algebra, topology + 🤖 deep learning + 🧠 neuroscience | Join us on slack! https://t.co/Run9wPnZt9
Akarsh Kumar @akarshkumar0101
554 Followers 1K Following PhD Student @MIT_CSAIL. RL, Open-Endedness, Meta-Learning, ALife.
Andreea Deac @andreeadeac22
2K Followers 535 Following PhD student @Mila_Quebec // Interned @DeepMind @MSFTResearch @Google // BA & MEng @cambridge_cl
Yuanqi Du @YuanqiD
2K Followers 957 Following Passionate researcher and community builder @AI_for_Science @LogConference; CS PhD @Cornell; Prev @DeepModeling, @AmlabUva, @MSFTResearch
Shubhendu Trivedi @_onionesque
7K Followers 850 Following Cultivated Abandon. Twitter interests: Machine learning research, applied mathematics, mathematical miscellany, ML for Physics/Chemistry, books.
Beatrice Bevilacqua @beabevi_
430 Followers 139 Following PhD student @PurdueCS | Ex intern @DeepMind and @MetaAI (FAIR). Previously @SapienzaRoma
Chaitanya K. Joshi @chaitjo
6K Followers 2K Following PhD student at University of Cambridge @Cambridge_CL. Interested in Graph & Geometric Deep Learning + Biomolecule modelling & design. Organising @LoGConference.
Vidhi Jain @viddivj
3K Followers 3K Following Graduate student at @CMU_Robotics. student researcher @Google @GoogleDeepMind Robotics. @MetaAI Resident 2021. Previously at @IndiaMSR, @bitspilaniindia She/her
Analytics Camp @AnalyticsCamp
417 Followers 1K Following Data stories: Textual and data analytics, generative AI, Language Models & LLM, Natural Language Processing, fun programming and machine learning projects
Nimisha Karnatak @KarnatakNimisha
336 Followers 1K Following PhD in Computer Science at @UniofOxford || Previously, Research Fellow at @MSFTResearch|| Area of Research: HCI+AI | ICTD | Healthcare
Huy Tran @huytransformer
92 Followers 3K Following
Mrinal Deo @mdeo_deo
77 Followers 2K Following Computer engineer in his 40s. Loves computer architecture and rendering.
Kanishka @unrealKAn
4 Followers 4K Following
Nandan Thakur @nandan__thakur
2K Followers 2K Following PhD @uwaterloo | Author of BEIR, Upcoming: TREC-RAG | Prev: @GoogleAI, @UKPLab | Undergrad @BitsPilaniGoa | Interested in IR and NLP 🇨🇦🇩🇪🇮🇳
Gram Workshop @GRaM_workshop
28 Followers 154 Following Hi, I am the official account for the first edition of GRaM: Geometry-grounded Representation learning and generative Modeling Workshop at ICML2024
Vigil Varghese (Dr.) @vigilvv11
122 Followers 2K Following Builder. Engineer. Scientist. AI. ML. DL. Software Engineering. Contrarian.
Sanjana Prasad @sanjanpra2k01
260 Followers 646 Following Grad @UTAustin | ML | Systems | Researcher | Lifelong Learner | Computational Scientist👩💻| Growth Mindset | Chennai🏡
Mary Thomas @MaryThomas55612
8 Followers 664 Following
Nyah Branin @branin47241
94 Followers 5K Following
Mit @marvelousmit
49 Followers 385 Following
Karuna @karunakc_
1 Followers 80 Following
Cherri Carabajal @CarabajalC54499
83 Followers 5K Following
Tomoaki Kinjo @tkinjo8
4K Followers 5K Following Postdoc in Kuhlman lab @UNC_BCBP Computational protein design for cancer immunotherapy
Satvik Dixit @SatvikDixit9
47 Followers 463 Following Graduate student @CarnegieMellon | BE @IITDelhi | Speech+ML research
Zeming Wei @weizeming25
198 Followers 407 Following 3rd-year undergraduate @PKU1898, ex-visiting student @UCBerkeley . I focus on developing Trustworthy AI/ML. Looking for intern/25Fall PhD
Rosetta Mcglade @McgladeMcgla
29 Followers 5K Following
Mridul Chourasia @TheDev_Mridul
26 Followers 207 Following 🌐 Full Stack Developer | DevOps Engineer | Cloud Computing Enthusiast
Boran Han @BoranHan1742511
53 Followers 32 Following
Etha Pacitto @etha_paci
80 Followers 5K Following
Gagan Jain @gaganjain1582
50 Followers 745 Following Predoc Researcher @GoogleDeepMind | IIT Bombay'22
Samrat Mukherjee @samrat230599
35 Followers 1K Following
vishal @sirsystems2
36 Followers 2K Following
Miriam Wixson @MWixson86953
88 Followers 5K Following
my school house @school_my2420
2 Followers 233 Following
Forgotten History @forgottenFacts0
38 Followers 967 Following Here to aware you of the sidelined and forgotten historical facts.
Eeshaan Jain @eeshaan_jain
19 Followers 123 Following IIT Bombay ‘24, EPFL CS Exchange, Google India (ML Research Collaborator) | Incoming PhD @ EPFL
wishtorch @wishtorch164310
10 Followers 640 Following
GyuBin Lee @gyubin0521
72 Followers 2K Following
Siba Smarak Panigrahi @sibasmarak
335 Followers 410 Following MSc in CS @mcgillu and @Mila_Quebec | UG in CSE @IITKgp | Prev. @ProseMsft @Adobe @USCViterbi @mitidss
anjineyulu.AGI @anjucool1998
57 Followers 757 Following Data Scientist at Reliance Jio. I am a Jerkist=d/dt(Accelerationist) Working on computer vision models
AI for Thinking @AIforThinking
31 Followers 684 Following
JohnSnowLabs @JohnSnowLabs
41K Followers 30K Following Helping healthcare and life science organizations put AI to work faster with state-of-the-art LLM & NLP.
Ismael Hossen @IsmaelHossen8
253 Followers 3K Following
Holoforge.ai @HoloforgeAI
65 Followers 99 Following Build at the speed of thought. Transforming cloud infrastructure with the first No-Code Solution. Apply for early access 👉🏻 https://t.co/m9Vi7oUAa2
Vedant Paranjape @ve0x10
285 Followers 417 Following Systems researcher, low level hardware geek. Compilers @AMD
Shubhra Aich @AichShubhra
1 Followers 49 Following
Dimitris Papailiopoul.. @DimitrisPapail
11K Followers 970 Following prof @ wisconsin; thinking about transformers; learning in context; babas of Inez Lily
Ben Cohen-Wang @bcohenwang
88 Followers 108 Following Machine learning PhD student at MIT advised by Aleksander Madry
Lucille Deroos @LucillDer
31 Followers 5K Following
shuchen wu @shuchen_wu
76 Followers 612 Following PhD @MPI Tübingen, studying the structure of human understanding and acquiring structures from neural networks
Yann LeCun @ylecun
710K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Danish Pruthi @danish037
7K Followers 628 Following Faculty at Indian Institute of Science, Bangalore. PhD from @LTIatCMU.
MIT CSAIL @MIT_CSAIL
298K Followers 22K Following MIT's Computer Science & Artificial Intelligence Laboratory (CSAIL). Media Inquiries: [email protected]
Gautam Kamath @thegautamkamath
44K Followers 505 Following Assistant Prof of CS @UWaterloo, Faculty @VectorInst, Canada @CIFAR_News AI Chair. Co-EiC @TmlrOrg. I lead @TheSalonML. Privacy, robustness, machine learning.
Shaily @shaily99
5K Followers 2K Following PhD @LTIatCMU Prev: @GoogleAI @MSFTResearch. Working on ethics and evaluation in #NLProc. Usually ranting, often about research & DEI. 📚 @readsndrants
Gaurav Aggarwal @fooobar
6K Followers 1K Following Building Ananas Labs, Anchor Volunteer iSPIRT. Occasionally teach AI/ML @ ISB & Jio Institute Prev: Google Research, Ola Cabs, Snapdeal, Fashiate, Yahoo Labs
Divy Thakkar @divy93t
5K Followers 2K Following Strategy, Programs & Product @GoogleAI , HCI Researcher. Ph.D @CityUniLondon Alumni @iift1963 @daiictofficial. Personal views.
AK @_akhaliq
309K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
Rosanne 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/IbycyGfnDR
Derek Lim @dereklim_lzh
2K Followers 1K Following ML @MIT_CSAIL & @LiquidAI_ Symmetries in ML @bostonsymmetry Prev @NVIDIA @MetaAI @Cornell.
Google DeepMind @GoogleDeepMind
943K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
Andrej Karpathy @karpathy
978K Followers 904 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
François Chollet @fchollet
469K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
Kyunghyun Cho @kchonyc
61K Followers 2K Following a combination of a mediocre scientist, a mediocre manager, a mediocre advisor & a mediocre PC at @nyuniversity (@CILVRatNYU) & @genentech (@PrescientDesign).
Gabriele Corso @GabriCorso
4K Followers 637 Following PhD student @MIT • Research on Generative Models and Geometric Deep Learning for Biophysics • BA @CambridgeUni • Former @TwitterResearch, @DEShawGroup and @IBM
Peyman Milanfar @docmilanfar
67K Followers 262 Following Distinguished Scientist at Google Research. Computational Imaging, Machine Learning, and Vision. Tweets = personal opinions. May change or disappear over time.
Emanuele Rossi @emaros96
4K Followers 590 Following ML for Drug Discovery @vant_ai. Previously, research @Twitter and FabulaAI (acquired by Twitter). PhD in Graph ML at @imperialcollege and @Cambridge_Uni alumnus
Jim Fan @DrJimFan
229K Followers 3K Following @NVIDIA Sr. Research Manager & Lead of Embodied AI (GEAR Lab). Creating foundation models for Humanoid Robots & Gaming. @Stanford Ph.D. @OpenAI's first intern.
Percy Liang @percyliang
49K Followers 408 Following Associate Professor in computer science @Stanford @StanfordHAI @StanfordCRFM @StanfordAILab @stanfordnlp | cofounder @togethercompute | Pianist
MIT IDSS @mitidss
6K Followers 586 Following MIT Institute for Data, Systems, and Society focuses on complex, real-world problems requiring cross-disciplinary approaches. Part of @MIT_SCC
WiDS-Cambridge @CambridgeWids
79 Followers 5 Following Pround to partner w/Stanford University to bring the global Women in Data Science (WiDS) conference to Cambridge. HOSTS: Harvard IACS, MIT IDSS & Microsoft NERD
Ahmad Al-Dahle @Ahmad_Al_Dahle
4K Followers 53 Following #Girldad of twins. Leading GenAI @ Meta (llama, imagine, meta ai and more)
Nandan Nilekani @NandanNilekani
2.5M Followers 251 Following Co-founder of @Infosys. Worked on #Aadhaar. Co-author of @RebootingIndia and @bitfulness. Author of @ImaginingIndia.
Ishan Misra @imisra_
5K Followers 209 Following GenAI@Meta | MIT TR's 35 under 35 | Emu Video, ImageBind, DINO, BarlowTwins
Alex Damian @alex_damian_
249 Followers 74 Following
Satvik Dixit @SatvikDixit9
47 Followers 463 Following Graduate student @CarnegieMellon | BE @IITDelhi | Speech+ML research
Omar Khattab @lateinteraction
11K Followers 2K Following CS PhD candidate @StanfordNLP. 2022 Apple Scholar in AI/ML. Author of ColBERT (https://t.co/2ZtgXoa1np), DSPy (https://t.co/BH7WmMKDXR), & various retrieval & LM systems.
Boran Han @BoranHan1742511
53 Followers 32 Following
Karthik Narasimhan @karthik_r_n
3K Followers 448 Following Assistant Professor @PrincetonCS, Head of Research @SierraPlatform. Ex @OpenAI, @MIT_CSAIL, @iitmadras
/MachineLearning @slashML
121K Followers 1 Following
Shuai Zhang @DavenCheung
353 Followers 257 Following Now @amazon, @awscloud. Previously, Postdoc @ETH
Michal Valko @misovalko
5K Followers 2K Following Llama @AIatMeta Paris & Inria & MVA - Ex: Gemini and BYOL @GoogleDeepMind
Siba Smarak Panigrahi @sibasmarak
335 Followers 410 Following MSc in CS @mcgillu and @Mila_Quebec | UG in CSE @IITKgp | Prev. @ProseMsft @Adobe @USCViterbi @mitidss
Neel Nanda @NeelNanda5
13K Followers 89 Following Mechanistic Interpretability lead @DeepMind. Formerly @AnthropicAI, independent. In this to reduce AI X-risk. Neural networks can be understood, let's go do it!
Alex Havrilla @Dahoas1
1K Followers 503 Following Georgia Tech ML Researcher studying neural network learning theory and LLMs for mathematical reasoning. Intern at FAIR, MSFT Research. Co-founder of CarperAI.
Ben Cohen-Wang @bcohenwang
88 Followers 108 Following Machine learning PhD student at MIT advised by Aleksander Madry
Ari Morcos @arimorcos
6K Followers 2K Following CEO and Co-founder @datologyai working to make it easy for anyone to make the most of their data. Former: RS @AIatMeta (FAIR), RS @DeepMind, PhD @PiN_Harvard.
Siddharth Karamcheti @siddkaramcheti
3K Followers 794 Following PhD student @stanfordnlp & @StanfordAILab. I like language, robots, and people. ML/Robotics Intern @ToyotaResearch.
Lenka Zdeborova @zdeborova
13K Followers 421 Following Professor at EPFL. Une mathémaphysinformaticienne. Passionate mushroom hunter. Tamer of two little dragons.
Aadit Sheth @aaditsh
291K Followers 0 Following Founder. Sharing the stories of the world’s greatest companies, trends and products. Get our free newsletter on the latest in tech/AI:
Ananya Kumar @ananyaku
4K Followers 469 Following Researcher at @openai Previously PhD at Stanford University (@StanfordAILab) advised by Percy Liang and Tengyu Ma
Randall Balestriero @randall_balestr
3K Followers 228 Following AI Researcher: From theory to practice (and back) Postdoc @MetaAI with @ylecun PhD @RiceUniversity with @rbaraniuk Masters @ENS_Ulm @Paris_Sorbonne
Joelle Pineau @jpineau1
10K Followers 352 Following AI researcher. VP AI Research (FAIR), @AIatMeta. Professor of Computer Science, @mcgillu. Core academic member, @Mila_Quebec
clem 🤗 @ClementDelangue
90K Followers 5K Following Co-founder & CEO @HuggingFace 🤗, the open and collaborative platform for AI builders
Xian Li @xl_nlp
2K Followers 242 Following Research Scientist @MetaAI. NLP, ML. Opinions are my own.
Abhishek Mukherjee @abhimj128
1 Followers 0 Following
Sriram Lakshminarayan.. @lsimpetus
2 Followers 23 Following
Merugu Srujana @SrujanaMerugu
3 Followers 0 Following
Eero Simoncelli @EeroSimoncelli
617 Followers 71 Following Professor at NYU; Scientific Director, Ctr for Computational Neurocience, Flatiron Institute. Research in Computational Vision (neurons, perception, machines).
Nikhil Parthasarathy @nikparth1
256 Followers 178 Following Research Scientist @GoogleDeepMind building models of visual perception. PhD from the Simoncelli lab @NYU_CNS. BS/MS @Stanford.
Evan Hubinger @EvanHub
4K Followers 1K Following Alignment stress-testing team lead @AnthropicAI. Opinions my own. Previously: MIRI, OpenAI, Google, Yelp, Ripple. (he/him/his)
Y Combinator @ycombinator
1.3M Followers 336 Following We help founders make something people want. Subscribe to our newsletter: https://t.co/sjqjxxBeLc
Thomas Wolf @Thom_Wolf
68K Followers 4K Following Co-founder and CSO @HuggingFace - open-source and open-science
Demi Guo @demi_guo_
22K Followers 693 Following Co-founder & CEO @pika_labs | ex @StanfordAILab @Harvard
Juan C. Villada @astrogenomics
838 Followers 146 Following Metagenomes & Global Microbial Metabolism @JGI @BerkeleyLab #OpenScience
Gargi Balasubramaniam @gargi_balasu
2K Followers 1K Following Research Engineer @GoogleDeepMind, @SiebelScholars '23, MS CS UIUC @IllinoisCS, Gold Medalist CS'20 BITS Pilani Goa, Prev @Meta, @AmazonScience, @Microsoft, 🎶
Shikhar @ShikharMurty
1K Followers 127 Following PhD student at @StanfordNLP, @StanfordAILab. Ex: @GoogleDeepMind, @MSFTResearch Interested in structure and interpretation of human language
hazyresearch @HazyResearch
7K Followers 1K Following A research group in @StanfordAILab working on the foundations of machine learning & systems. https://t.co/JHK58TDorG Ostensibly supervised by Chris Ré
Rishabh Agarwal @agarwl_
6K Followers 545 Following Senior Research Scientist, @GoogleDeepMind, ex-🧠. Agents that make decisions. NeurIPS Best Paper (RLiable). Mila, IIT Bombay.
Physics In History @PhysInHistory
576K Followers 0 Following Photos from the history of physics | © with mentioned Archives. Shared for educational purposes. Einstein portrait © Ullsteinbild. Subscribe for curated papers.
rohan anil @_arohan_
12K Followers 2K Following Principal Engineer, @GoogleDeepMind Gemini. prev PaLM-2. Tinkering with optimization and distributed systems. opinions are my own.
rishi @RishiBommasani
4K Followers 2K Following Stanford CS PhD @StanfordCRFM @StanfordNLP @StanfordAILab @StanfordHAI Advisers: @percyliang @jurafsky Previous: @CornellCIS @clairecardie #FoundationModels
In academia, no one prepares you for starting a company. I recently had a private talk with UC Berkeley students. Honest and direct about starting a company in Techbio. Including the stuff no one says out loud. Full talk is now live: nfx.com/post/what-i-wi…
Going from researcher to founder is one of the most unintuitive transitions I have made. But it’s been an amazing journey. Here are my responses to the most common questions I hear from PhD students at @Mila_Quebec who want to start companies: 1/ How do I find a good idea to…
Excited to share Penzai, a JAX research toolkit from @GoogleDeepMind for building, editing, and visualizing neural networks! Penzai makes it easy to see model internals and lets you inject custom logic anywhere. Check it out on GitHub: github.com/google-deepmin…
Was a great honor to meet @NandanNilekani in DC. Nandan was the commencement speaker when I received my undergraduate degree at IIT Madras 6-7 years ago.
Are you a graduating / recently graduated Ph.D student (across the world) looking to do LLM research with a stellar group ⁉️ Join @partha_p_t as a Postdoc to advance multilingual LLMs!
Postdoc opening in Languages group at Google Deepmind based out of Bangalore Topics: LLMs, multilinguality, multimodality, RAI, etc. Strong candidates may apply by sending cv to [email protected] with [LLM-Postdoc] in subject by Apr 26 DM/email for any questions
Congrats to @AIatMeta on Llama 3 release!! 🎉 ai.meta.com/blog/meta-llam… Notes: Releasing 8B and 70B (both base and finetuned) models, strong-performing in their model class (but we'll see when the rankings come in @ @lmsysorg :)) 400B is still training, but already encroaching…
The super exciting TED talk on the SixthSense technology by @pranavmistry 14 years back inspired me a lot in many ways over the years 🔥. Finally got a chance to meet him and discuss research 😍. The TED talk video which I have watched a thousand times: youtube.com/watch?v=YrtANP……
Congrats to Dr Yatin Nandwani (my PhD #12), for completing his defense with flying colors. Yatin made many amazing contributions to neuro-symbolic ML, especially for tasks requiring both perception and reasoning. Joint with Prof Parag Singla)
Our computer vision textbook is released! Foundations of Computer Vision with Antonio Torralba and Bill Freeman mitpress.mit.edu/9780262048972/… It’s been in the works for >10 years. Covers everything from linear filters and camera optics to diffusion models and radiance fields. 1/4
Best student paper at #STOC2023 (1/2): Guy Blanc, surprisingly showing that subsampling suffices for adaptive data analysis! arxiv.org/abs/2302.08661
Excited to announce that [some other people] got two papers accepted at #NeurIPS2020! Guy Blanc, Neha Gupta, Jane Lange, and Li-Yang Tan have very interesting work on efficiently #learning decision trees. If you ever used stuff like C4.5, CART, or ID3, this may interest you. 1/2
Anyone else still does not feel how is our open-weights space is heating up rn? 🔥 The alignment team of @huggingface meets once a year... in Paris! 🇫🇷 And they have a few representatives of LLama 3🦙 alignment team over for a nice dinner! 🤗 @Meta @AIatMeta @MetaOpenSource
Google presents Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention 1B model that was fine-tuned on up to 5K sequence length passkey instances solves the 1M length problem arxiv.org/abs/2404.07143
Time machine: my friend @IritDinur and me & our partners Dana and Hadar, time of postdoc/phd @ Princeton. This is when we had enough complexity theory. Irit was about to invent differential privacy (w. Kobbi Nissim), and I was working on Online Convex Optimization (w.…
gist.github.com/ameya98/7f1035… for a barebones JAX implementation, allowing you to make any optax optimizer schedule-free! A version of this should be merged into optax soon :) github.com/google-deepmin…
Schedule-Free Learning github.com/facebookresear… We have now open sourced the algorithm behind my series of mysterious plots. Each plot was either Schedule-free SGD or Adam, no other tricks!
New Research: a lot of talk today about "what happens" inside a language model, since they spend the exact same amount of compute on each token, regardless of difficulty. we touch on this question on our new theory paper, Do Language Models Plan for Future Tokens?
Check out our #cvpr paper "Bridging Remote Sensors with Multisensor Geospatial Foundation Models" 🌍 . We introduce a multisensor geospatial foundation model that integrates four sensor modalities using cross sensor pretraining 🔍 Paper: lnkd.in/g3p-HDwc #foundationmodel
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