Ellis Brown @_ellisbrown
Intern @Meta FAIR, PhD Student @NYU_Courant w/ Profs @sainingxie @rob_fergus. Prev @Ai2Prior, @CarnegieMellon ellisbrown.github.io NYC Joined January 2016-
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Want to add that even with language-assisted visual evaluations, we're seeing encouraging progress in vision-centric benchmarks like CV-Bench (arxiv.org/abs/2406.16860) and Blink (arxiv.org/abs/2404.12390), which repurpose core vision tasks into VQA format. These benchmarks do help…
Want to add that even with language-assisted visual evaluations, we're seeing encouraging progress in vision-centric benchmarks like CV-Bench (arxiv.org/abs/2406.16860) and Blink (arxiv.org/abs/2404.12390), which repurpose core vision tasks into VQA format. These benchmarks do help…
Self-Questioning Language Models: LLMs that learn to generate their own questions and answers via asymmetric self-play RL. There is no external training data – the only input is a single prompt specifying the topic.
Compression is the heart of intelligence From Occam to Kolmogorov—shorter programs=smarter representations Meet KARL: Kolmogorov-Approximating Representation Learning. Given an image, token budget T & target quality 𝜖 —KARL finds the smallest t≤T to reconstruct it within 𝜖🧵
How can we unlock generalized reasoning? ⚡️Introducing Energy-Based Transformers (EBTs), an approach that out-scales (feed-forward) transformers and unlocks generalized reasoning/thinking on any modality/problem without rewards. TLDR: - EBTs are the first model to outscale the…
1/ Maximizing confidence indeed improves reasoning. We worked with @ShashwatGoel7, @nikhilchandak29 @AmyPrb for the past 3 weeks (over a zoom call and many emails!) and revised our evaluations to align with their suggested prompts/parsers/sampling params. This includes changing…
1/ Maximizing confidence indeed improves reasoning. We worked with @ShashwatGoel7, @nikhilchandak29 @AmyPrb for the past 3 weeks (over a zoom call and many emails!) and revised our evaluations to align with their suggested prompts/parsers/sampling params. This includes changing… https://t.co/0mK50ZgyWH
1/ Excited to share that I’m taking on the role of leading Fundamental AI Research (FAIR) at Meta. Huge thanks to Joelle for everything. Look forward to working closely again with Yann & team.
I’m very excited to introduce Vy, the AI that sees and acts on your computer! It’s a first glimpse of what we’ve been working on at @Vercept_ai! Early computers trapped the world's best experts in low-level tasks–loading code, managing memory, fighting errors. Progress…
Excited to be presenting at #ICLR2025 at 10am today on how generative classifiers are much more robust to distribution shift. Come by to chat and say hello!
We find training unified multimodal understanding and generation models is so easy, you do not need to tune MLLMs at all. MLLM's knowledge/reasoning/in-context learning can be transferred from multimodal understanding (text output) to generation (pixel output) even it is FROZEN!
1/ Happy to share UniDisc - Unified Multimodal Discrete Diffusion – We train a 1.5 billion parameter transformer model from scratch on 250 million image/caption pairs using a **discrete diffusion objective**. Our model has all the benefits of diffusion models but now in…
Vision models have been smaller than language models; what if we scale them up? Introducing Web-SSL: A family of billion-scale SSL vision models (up to 7B parameters) trained on billions of images without language supervision, using VQA to evaluate the learned representation.…
Can visual SSL match CLIP on VQA? Yes! We show with controlled experiments that visual SSL can be competitive even on OCR/Chart VQA, as demonstrated by our new Web-SSL model family (1B-7B params) which is trained purely on web images – without any language supervision.
Next-gen vision pre-trained models shouldn’t be short-sighted. Humans can easily perceive 10K x 10K resolution. But today’s top vision models—like SigLIP and DINOv2—are still pre-trained at merely hundreds by hundreds of pixels, bottlenecking their real-world usage. Today, we…
✨ Introducing MutaGReP (Mutation-guided Grounded Repository Plan Search) - an approach that uses LLM-guided tree search to find realizable plans that are grounded in a target codebase without executing any code! Ever wanted to provide an entire repo containing 100s of 1000s of…
Inference-time scaling for LLMs drastically improves the model's ability in many perspectives, but what about diffusion models? In our latest study—Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps—we reframe inference-time scaling as a search problem…
When I first saw diffusion models, I was blown away by how naturally they scale during inference: you train them with fixed flops, but during test time, you can ramp it up by like 1,000x. This was way before it became a big deal with o1. But honestly, the scaling isn’t that…
When I first saw diffusion models, I was blown away by how naturally they scale during inference: you train them with fixed flops, but during test time, you can ramp it up by like 1,000x. This was way before it became a big deal with o1. But honestly, the scaling isn’t that…
AudreyHoover @753D3GPm6NyR3
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Jimmy Loomis @jfloomis3
127 Followers 636 Following Special Advisor and Speechwriter at @StateDept @State_E. Public Affairs @USNavy. Fmr @LSEnews, @PKU1898, @WashU. Proud St. Louisan. Proud 🇺🇸. Views own.
Gokul Swamy @g_k_swamy
4K Followers 1K Following last year phd student @CMU_Robotics working on efficient algorithms for interactive learning (e.g. imitation / RL / RLHF). no model is an island. prefers email.
🧻🧻 @Xietbal404
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StaceyColclough @2VUHPN8zGB591v
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Yifan Zhang @yifan_zhang_
366 Followers 452 Following PhD student at Princeton University, focusing on LLMs.
Sai Darshini Nannapur... @SaiDarshiniN
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Gretel, Vega. @Vrarsrie18173
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Xu Zhongxing @XZhongxing15504
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PhoenixPhilip @88g92O68C0Nlr50
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Alice @SeWeU8Ff8I09r
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SylviaLowell @2579JLcbPf1m5S
20 Followers 882 Following Poetry is when an emotion has found its thought and the thought has found words.
MelissaClemens @62Z17l9lQuu06
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Essie @AuraBloomi70838
149 Followers 1K Following Don’t stop when you’re tired. Stop when you’re done.
bhargav#~ @bhargav_17889
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Keplore AI Inc. @KeploreAI
135 Followers 290 Following Run complex AI with 0 setup-- Autonomous Intelligence Builder.
Jaydeep Dabhi @jaydeepd1903
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Ousunol @Ousunol587
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dfsfdsfs @letsbeproductiv
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Jyoti Mann @jyoti_mann1
3K Followers 4K Following Tech Reporter @businessinsider prev @FT + hedgie consultant. 📧: [email protected] (my views)
Ada Offonry @adaoffonry
406 Followers 3K Following AI/ML Recruitment | Career Strategist | Podcast Host at Adapted Ambitions |Speaker
Ofir Press @OfirPress
15K Followers 6K Following I build tough benchmarks for LMs and then I get the LMs to solve them. SWE-bench & SWE-agent. Postdoc @Princeton. PhD @nlpnoah @UW.
WandererEvelynMoore @Eenieirkie8485
7 Followers 2K Following Turning dreams into reality Waking up and chasing my goals
Shreya Sharma @Shreya011199
48 Followers 166 Following World Labs | ex-Meta | Robotics @CarnegieMellon | UG Computer Science @IITDelhi
ふわふわ雲 @Ciawdmal98324
3 Followers 427 Following "Life is unpredictable, but good medicine and a compassionate heart never fail."
Archie Norman @_archienorman
95 Followers 1K Following Worked across data science and software engineering for 15 years, London based, soon to be dad of 2.
Li Bo @BoLi68567011
2K Followers 1K Following CS PhD student, NTU@Singapore, advised by Prof. Ziwei Liu. Vibe building intelligence, prev works LLaVA-OneVision/LMMs-Eval, more at https://t.co/O1KPBMCgLl
Michael Hu @michahu8
806 Followers 643 Following NLP, language models | PhD @NYU | @NSF GRFP fellow | prev @princeton_nlp, @cocosci_lab.
Julie Kallini ✨ @JulieKallini
1K Followers 444 Following CS PhD @StanfordNLP 🌲 Previously: SWE @Meta, Class of '21 @PrincetonCS
Jose Felix Ramos Trej... @JoseFelixRamosT
165 Followers 5K Following Cristiano. Economía en la @UdelPacifico. PhysicsIsLove ig: josefelixramostrejo_7
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Pralter @Pralter208814
21 Followers 2K Following
Drerni @Drerni324
20 Followers 2K Following
Delong Chen (陈德�... @Delong0_0
280 Followers 501 Following PhD student @HKUST, Visiting researcher at Meta FAIR Paris @AIatMeta. Working on vision-language world modeling.
𝚃𝙹 𝙳𝚒𝚗... @RickTDing
731 Followers 320 Following PhD student @CIS_Penn, MS @JohnsHopkinsAMS. Making AI trustworthy & efficient with theory. Recent: finding parsimonious structures in high-dimensional data.
Rohit Jayanti @_rjayanti
61 Followers 3K Following Building Geometry-Enabled Models for Robot Intelligence 🦾📐 | Graduate Researcher at @RRCLab_IIITH, @iiit_hyderabad
Charles Packer @charlespacker
3K Followers 1K Following CEO at @Letta_AI // creator of @MemGPT // AI PhD @berkeley_ai @ucbrise @BerkeleySky
Pocket @PocketPriors
2K Followers 2K Following
Jeffery @Jeffery18382009
2 Followers 82 Following
Kramik Nakrani @KramikN
22 Followers 92 Following I build AI agents to scale businesses & save 30 hrs/week. DM me if you're a coach, OSP, or small biz owner looking to scale with AI | N8n expert
j⧉nus @repligate
59K Followers 2K Following ↬🔀🔀🔀🔀🔀🔀🔀🔀🔀🔀🔀→∞ ↬🔁🔁🔁🔁🔁🔁🔁🔁🔁🔁🔁→∞ ↬🔄🔄🔄🔄🦋🔄🔄🔄🔄👁️🔄→∞ ↬🔂🔂🔂🦋🔂🔂🔂🔂🔂🔂🔂→∞ ↬🔀🔀🦋🔀🔀🔀🔀🔀🔀🔀🔀→∞
Susan Zhang @suchenzang
33K Followers 645 Following @ Google Deepmind. Past: @MetaAI, @OpenAI, @unitygames, @losalamosnatlab, @Princeton etc. Always hungry for intelligence.
Oscar Mañas @oscmansan
1K Followers 2K Following Visiting researcher @AIatMeta, PhD candidate @Mila_Quebec @UMontrealDIRO. Working on multimodal vision+language learning. Català a Montreal.
Ofir Press @OfirPress
15K Followers 6K Following I build tough benchmarks for LMs and then I get the LMs to solve them. SWE-bench & SWE-agent. Postdoc @Princeton. PhD @nlpnoah @UW.
𝔊𝔴𝔢𝔯𝔫 @gwern
64K Followers 105 Following Internet besserwisser; pedantic, mean reply guy. 𝘞𝘢𝘵𝘢𝘴𝘩𝘪 𝘬𝘪𝘯𝘪𝘯𝘢𝘳𝘪𝘮𝘢𝘴𝘶! (Follow requests ignored due to terrible UI.)
Li Bo @BoLi68567011
2K Followers 1K Following CS PhD student, NTU@Singapore, advised by Prof. Ziwei Liu. Vibe building intelligence, prev works LLaVA-OneVision/LMMs-Eval, more at https://t.co/O1KPBMCgLl
Michael Hu @michahu8
806 Followers 643 Following NLP, language models | PhD @NYU | @NSF GRFP fellow | prev @princeton_nlp, @cocosci_lab.
Julie Kallini ✨ @JulieKallini
1K Followers 444 Following CS PhD @StanfordNLP 🌲 Previously: SWE @Meta, Class of '21 @PrincetonCS
Yutong (Kelly) He @electronickale
931 Followers 409 Following PhD student @mldcmu, I’m so delusional that doing generative modeling is my job
Charles Packer @charlespacker
3K Followers 1K Following CEO at @Letta_AI // creator of @MemGPT // AI PhD @berkeley_ai @ucbrise @BerkeleySky
Kevin Lu @_kevinlu
9K Followers 219 Following @thinkymachines. formerly: - @openai: RL, synthetic data, efficient models - @berkeley_ai: decision transformer, universal computation
Sainbayar Sukhbaatar @tesatory
3K Followers 326 Following Researcher Scientist at FAIR @AIatMeta Research: Memory Networks, Asymmetric Self-Play, CommNet, Adaptive-Span, System2Attention, ...
Alexi Gladstone @AlexiGlad
1K Followers 479 Following PhD @ UIUC advised by @hengjinlp. Intern @Meta, Prev @PalantirTech and @UVA. Working on world models, SSL, System 2/reasoning, EBMs
Peter J. Liu @peterjliu
8K Followers 2K Following AI research-eneur. Hiring eng: https://t.co/fv5QBjsv90. Was Research Scientist @ Google Brain / DeepMind, language model research. 🇨🇦🇺🇸
Songlin Yang @SonglinYang4
14K Followers 3K Following research @MIT_CSAIL @thinkymachines. work on scalable and principled algorithms in #LLM and #MLSys. in open-sourcing I trust 🐳. she/her/hers
Jack Lu @Jacklu_me
101 Followers 392 Following CS PhD student @CILVRatNYU @agentic_ai_lab | ex. @NVIDIAAI @Waabi_ai | prev. CS/Math @UWaterloo.
Jaskirat Singh @1jaskiratsingh
270 Followers 328 Following Ph.D. Candidate at Australian National University | Intern @AIatMeta GenAI | @AdobeResearch | Multimodal Fusion Models and Agents | R2E-Gym | REPA-E
Shunyu Yao @ShunyuYao12
20K Followers 1K Following @OpenAI Language agents (ReAct, Reflexion, Tree of Thoughts, SWE-agent, CoALA) for digital automation (WebShop, SWE-bench, tau-bench)
Alexander Novikov @SashaVNovikov
5K Followers 179 Following Research scientist at Google DeepMind. Opinions are my own.
Jialuo Li @JialuoLi1007
95 Followers 180 Following CS Graduate Student @Gatech | Computer Vision | Deep Learning ; Prev: CS Undergraduate @Tsinghua Uni, Yao Class l Research Intern @nyuniversity @MSFTResearch
Alexander Swerdlow @alexjswerdlow
75 Followers 346 Following Incoming PhD Student @Stanford & Intern @physical_int Prev: MSR @CarnegieMellon, CS @UCLA
A Jabri @ajabri
4K Followers 282 Following research @ msl – 🇦🇺🇱🇧🇨🇳- ex @openai @berkeley_ai @princeton
Zeming Lin @ebetica
3K Followers 462 Following Co-founder at EvolutionaryScale. ESM3 / ESMFold / PyTorch. Climbs all day. Unsupervised learner but sometimes still gets a few rewards. Views are my own.
David Fan @DavidJFan
603 Followers 240 Following Facebook AI Research (FAIR) | Video Representations, Self-Supervised Learning | @Princeton Computer Science '19
maxwell jones @maxwell54650346
145 Followers 93 Following CMU Machine Learning Department PhD student advised by @junyanz89 and @rsalakhu | Rales fellow Class of 2024 | Siebel Scholar Class of 2024
Ion Stoica @istoica05
5K Followers 20 Following Professor at UC Berkeley, co-founder of Databricks, Anyscale, LMArena, Conviva.
Koustuv Sinha @koustuvsinha
3K Followers 810 Following Research Scientist @MetaAI; PhD from @mcgillu + @Mila_Quebec; I organize ML Reproducibility Challenge (@repro_challenge). I do research in Multimodal ML
Jonas Geiping @jonasgeiping
4K Followers 802 Following Machine Learning Research at the ELLIS Institute & Max-Planck for Intelligent Systems// Excited about fundamental questions in Safety & Efficiency of modern ML
Tianzhe Chu @TianzheC
294 Followers 191 Following Now @hkudatascience. Previous @ShanghaiTechUni, visited @UCBerkeley.
Yuhuai (Tony) Wu @Yuhu_ai_
44K Followers 452 Following Co-Founder @xAI. Grok Reasoning, STaR, Minerva, AlphaGeometry, Autoformalization, AlphaStar, Memorizing transformer.
noahdgoodman @noahdgoodman
5K Followers 164 Following Professor of natural and artificial intelligence @Stanford. Alignment at @GoogleDeepMind. (@StanfordNLP @StanfordAILab etc)
Jenna Russell @jennajrussell
305 Followers 240 Following CS PhD Student @umdcs @ClipUmd, undergrad @CornellCIS
Jiayi Pan @jiayi_pirate
13K Followers 2K Following 🧑🍳 Reasoning Agents @xAI | PhD on Leave @Berkeley_AI | Views Are My Own
Ali Behrouz @behrouz_ali
4K Followers 1K Following Research Intern @Google, Ph.D. Student @Cornell_CS, interested in machine learning and understanding what is called intelligence.
Zixian Ma @zixianma02
714 Followers 253 Following PhD student @UWcse | research intern at @allen_ai | prev @StanfordSVL & @StanfordHCI & @SFResearch
Yin Cui @YinCuiCV
6K Followers 682 Following Research Scientist @NVIDIA | Formerly @Google, @Cornell | Views are my own
Zhou Xian @zhou_xian_
15K Followers 139 Following PhD student in robotics & AI @CMU_robotics. (Occasionally) landscape photographer.
Michael Chang @mmmbchang
5K Followers 2K Following Amplify human creativity with Sora @openai Prev: Gemini and Project Astra @GoogleDeepMind, @LangChainAI, @MetaAI, @SchmidhuberAI PhD @berkeley_ai. BS @MIT
Manling Li @ManlingLi_
8K Followers 760 Following Assistant Professor@NU, Amazon Scholar, Postdoc@Stanford, PhD@UIUC #NLP #CV Language+Vision/EmbodiedAI, Reasoning, Planning, Compositionality, Trustworthiness
Boyuan Chen @BoyuanChen0
4K Followers 506 Following Researcher @OpenAI, core member of GPT image generation and member of Sora video generation. PhD @MITEECS. I do world models, RL, and robotics.
Gao Jiawei @WinstonGu_
418 Followers 609 Following Final Year Undergrad at @Tsinghua_Uni; Previously @CMU_Robotics; Robot Learning and Embodied Agents; Applying for PhD (also job opportunities) at 2026 Fall!
Tianwei Yue @VyvyenYue
4K Followers 850 Following @MathosAI CEO/Founder (5M+ users) | @YCombinator W24 | @LTIatCMU | @ForbesUnder30 | admited to college at 14 y/o
Xindi Wu @cindy_x_wu
4K Followers 1K Following PhD student @PrincetonCS | Interning @nvidia | Data-centric multimodal ml | prev @roboVisionCMU @CMU_Robotics | @RealityLabs @Snapchat | 🏎️
youming.deng @denghilbert
354 Followers 538 Following CS Ph.D. Student @Cornell | a fan of @ChipotleTweets | Previous Visiting @EPFL and @ucmerced | B.Eng. @WHU_1893
Jiahui Yu @jhyuxm
18K Followers 931 Following Perception @OpenAI; previously co-led Gemini Multimodal @GoogleDeepMind. opinions are my own.Trends for United States
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