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Introducing Ideogram 1.0: the most advanced text-to-image model, now available on ideogram.ai! This offers state-of-the-art text rendering, unprecedented photorealism, exceptional prompt adherence, and a new feature called Magic Prompt to help with prompting.
We're hiring a machine learning engineer excited about pushing the frontier of AI for creativity. You'll work directly with the the pioneers of denoising diffusion models. You can apply here if you're interested: jobs.ashbyhq.com/ideogram/557ee…
Today, we’re opening Ideogram to everyone on the planet! Sign up at ideogram.ai and have fun! Ideogram enables you to turn your creative ideas into delightful images, in a matter of seconds. It’s free and has no limits, and it can render text! ideogram.ai/publicly-avail…
We love our growing community ♥️ and we're committed to making ideogram.ai safe for everyone on the planet to experience it! Please join our new discord server discord.gg/ideogram so we can talk! #ideogram
Excited to share our work "On distillation of guided diffusion models"! Our distillation approach allows classifier-free guided diffusion models to generate high-quality samples using as few as 1-4 sampling steps😮
Two important breakthroughs from @GoogleAI this week - Imagen Video, a new text-conditioned video diffusion model that generates 1280x768 24fps HD video. And Phenaki, a model which generates long coherent videos for a sequence of text prompts. imagen.research.google/video/
“Imagen Video” let’s you type in words and generate videos. How does it work? A quick thread on the work by @hojonathanho @wchan212 @Chitwan_Saharia @jaywhang_ @RuiqiGao @agritsenko @dpkingma @poolio @mo_norouzi @fleet_dj @TimSalimans: 👇
Introducing Imagen, a new text-to-image synthesis model that can generate high-fidelity, photorealistic images from a deep level of language understanding. Learn more and and check out some examples of #imagen at g.co/research/Imagen
Diffusion models can now produce great samples in as few as 4 sampling steps, as @hojonathanho and I show in our new paper (ICLR spotlight): openreview.net/forum?id=TIdIX… 🧵 1/
Today we present connected approaches that push the limits of high-fidelity image synthesis through use of a pipeline of multiple diffusion models that perform progressive iterative refinement and super-resolution. Learn more here: goo.gle/3zaYZu5
We present SR3: a conditional diffusion model for image super-resolution. SR3's face super resolution results are extremely hard to distinguish from real images, reaching an ideal confusion rate of 50% in human evaluation. iterative-refinement.github.io arxiv.org/abs/2104.07636
New paper: Variational Diffusion Models (VDMs)! arxiv.org/abs/2107.00630 ✅ New general insights into diffusion models ✅ Simple objective ✅ Fast optimization & anytime synthesis ✅ SotA likelihoods & lossless compression Work with @TimSalimans @poolio @hojonathanho (1/n)
Check out our new paper on diffusion models! For any pre-trained DDPM, one can *optimize* the inference path. If we optimize the ELBO, turns out we can do so with dynamic programming and get ≤0.1 extra BPD with 32 steps v.s. the usual 1k/4k steps :) arxiv.org/abs/2106.03802
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/q2Qoey80GxSander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).Soumith Chintala @soumithchintala
185K Followers 877 Following Cofounded and lead @PyTorch at Meta. Also dabble in robotics at NYU. AI is delicious when it is accessible and open-source.Eric Jang @ericjang11
69K Followers 3K Following physical AGI at 1X. Author of "AI is Good for You" https://t.co/eFg4WXhg0pShane Gu @shaneguML
28K Followers 1K Following Research Scientist & Manager @GoogleDeepMind Tokyo/MTV. ex: @GoogleAI Brain, @OpenAI. (JP: @shanegJP)Danijar Hafner @danijarh
14K Followers 869 Following Building AI that makes autonomous decisions using world models, artificial curiosity, and temporal abstraction @DeepMindDurk Kingma @dpkingma
35K Followers 347 Following Deep learning, mostly generative models. Prev. Google Brain/DeepMind, founding team @OpenAI. Inventor of the VAE, Adam optimizer, among other things. ML PhD.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/IbycyGfnDRBen Poole @poolio
17K Followers 1K Following research scientist at google brain. phd in neural nonsense from stanford.Jascha Sohl-Dickstein @jaschasd
19K Followers 623 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋Justin Pinkney @Buntworthy
10K Followers 1K Following Playing with deep learning, computer vision and generative art. Co-creator of https://t.co/sYtHB9e5Dj, ML Researcher @ MidJourney @[email protected]Arash Vahdat (hiring) @ArashVahdat
8K Followers 805 Following Principal scientist and research manager @nvidia research, leading forward-looking fundamental generative AI research efforts, views are my own.Alex Nichol @unixpickle
8K Followers 389 Following Code, AI, and 3D printing. Opinions are my own, not my computer's...for now. Husband of @thesamnichol. Co-creator of DALL-E 2. Researcher @openai.Ethan Caballero is bu.. @ethanCaballero
8K Followers 2K Following ML PhD student @Mila_Quebec ; previously @GoogleDeepMindAjay Jain @ajayj_
6K Followers 3K Following Co-founder @genmoai. Co-created denoising diffusion (DDPM), DreamFusion, Dream Fields. Ex Ph.D. @berkeley_ai, @googleai, @facebookai, @nvidiaai, @mitrohan anil @_arohan_
12K Followers 2K Following Principal Engineer, @GoogleDeepMind Gemini. prev PaLM-2. Tinkering with optimization and distributed systems. opinions are my own.Jiaming Song @baaadas
5K Followers 992 Following Chief Scientist @LumaLabsAI. Working on visual generative AI. Were @NVIDIA @Stanford @OpenAI @MetaAISasha Rush @srush_nlp
52K Followers 464 Following Professor, Programmer in NYC. Cornell Tech, Hugging Face 🤗 https://t.co/cZl0wTfqGzNayantara Mudur @nmudur97
2 Followers 97 Following Physics PhD student @Harvard | Student Researcher @Google | IIT Delhi '19Teerapat Chaiwachiras.. @chaiwachirasak
0 Followers 24 FollowingN. Zhong @NingzeZhong
52 Followers 137 Following Current 3rd-year B.Eng student of SYSU. Interested in 3D Vision, Machine Learning and Robotics.ricky @ricky31845520
1 Followers 15 FollowingAlexei Karamazov @CousinKaramazov
121 Followers 2K Followingmattie ✨ @mattierialgirl
858 Followers 869 Following Complex systems, generative modelling, and a bit of DJ’ing. PhD @Mila_Quebec. Admin, IT, Dev at https://t.co/FO1OQAB2GD. Ex-@MetaAI, Element AI, @VectorInst, @YorkUniversity.Huyen Khanh Vo @sungoannn
18 Followers 107 Following incoming PhD student | formerly research resident @fsoft_aicenter | interested in ml, stats and optimDhruv Srikanth @DhruvSrikanth
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347 Followers 3K Following PhD Candidate in Computer Vision at KAUST. Intern @MetaAI. My opinions are provisional, and I reserve the right to change them. From 🇨🇴Bardia Khosravi, MD @BrdKhsrv
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889 Followers 4K Following Visiting Scientist @MIT, Post-Bac Fellow @Harvard Interested in ML for science while striving for trustworthiness Ex: @ENTC_UOM 🇱🇰 @CSIRO 🇦🇺 @RotaractMoraMy name is Raj @itsamerajario
16 Followers 100 Following I do a lot of things, it's an eventful lifeYufei Huang @Kirito_Ausna
31 Followers 163 Following A new soul to deep learning research, interested in Generative Model and geometric deep learning.Jason Pho 🔜 GDC @Jsavetheworld
159 Followers 597 Following @miHoYo | Love good stories, community, helpful tech | Enjoy finding good questionsIshaan @IshaanMalhi
337 Followers 5K Following Learning Machines @GoogleDeepMind | Previously ML@ @StanfordAILab @Berkeley_EECS @paytminsider @uber | Opinions and my posts are my own.Ethan @Ethan_smith_20
3K Followers 685 Following a boy and his gpu vs the world. directing research at @leonardoai_. learning as I go. uf psych. generative models and representation learningPrajwal Gatti @prajwal_gatti
99 Followers 925 Following CS PhD student at University of Bristol. Making AI make sense of videos.MrlolDev @MrlolDev
179 Followers 1K Following I am mrlol web dev fullstack Teenager finishing high school CEO of @Turing_AI_Danilo Gato @oDaniloGato
130 Followers 274 Following 🚀 Aprenda a usar Inteligência Artificial na prática pra ganhar dinheiro e produtividade por R$79,90 ao mês ⤵️Madison @ChaosGoddess769
107 Followers 645 Following AI. AI. AI. Tesla. AI. AI. 😉 ML Engineer/Nerdy Hippie/Physicist 👩🔬 Progressive, enthusiastic, and all about subverting expectations and paradigms.Itay Rosenbach @itay_ros
11 Followers 734 FollowingAdham Elarabawy @adhamelarabawy
398 Followers 732 Following Machine Learning Research at https://t.co/KFczZn3Dmb | Previously @scale_ai @google, @berkeley_aiMojtaba Vàlipour @ValipourMojtaba
393 Followers 3K Following CS PhD at @UWaterloo, Founding Engineer at Coastal Carbon and part time Researcher at @huawei Noah’s Arc Lab, prev enjoyed my time at @oraclelabs, & @CVC_UABDaniel Chao @DanielChao4
73 Followers 141 Following小猫遊りょう(.. @jaguring1
29K Followers 244 Following 毎日、数学をやっています。抽象度の高い数学が好きで、公理的集合論や数理論理学、圏論に興味があるけど、もっと具体的で実用的な数学も好きです。AI技術と、それがもたらす社会的影響についてよく考えていますが、基本的にテクノロジー全般の最新動向に興味があります。良さげな講義動画を見つけたら、ツイートするようにしてます。Ary Swaminathan @ArySwami
327 Followers 2K Following product @NormalComputing / prev math + philosophy @ harvard, investor @ firmamentGurunath Kadam @gurunath_kadam
137 Followers 1K FollowingRamin Hamedi @HamediRamin
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46 Followers 279 Followingbilal2vec @bilaltwovec
2K Followers 776 Following ✨ research engineer • prev @googlebrain @cohere @dbrxmosaicai • se @uwaterlooGezim-ImagineAPI.dev @HappyGezim
3K Followers 3K Following 🖼https://t.co/SdEwlQ64FQ $16k/mo 🥘https://t.co/EgvuA2rbEU $1.1k/moMehdi Samadi @mhsamadi
600 Followers 808 Following Previous: Co-founder & CTO at Solvvy (acq. by Zoom), Founder & CEO @ Intellipse (acq. by Mutiny). PhD in CS from CMU.George Cazenavette @GCazenavette
214 Followers 244 Following Vision stuff at @MIT_CSAIL Formerly at @roboVisionCMU Started at @LATechCOESsamo @TomatoSlasher
75 Followers 299 FollowingAndrew Carr (e/🤸) @andrew_n_carr
15K Followers 3K Following science @getcartwheel AI writer @tldrnewsletter advisor @arcade_ai Past - Codegen @OpenAI, Brain @GoogleAI, world ranked Tetris playerSander Dieleman @sedielem
50K Followers 2K Following Research Scientist at Google DeepMind. I tweet about deep learning (research + software), music, generative models (personal account).Shane Gu @shaneguML
28K Followers 1K Following Research Scientist & Manager @GoogleDeepMind Tokyo/MTV. ex: @GoogleAI Brain, @OpenAI. (JP: @shanegJP)Durk Kingma @dpkingma
35K Followers 347 Following Deep learning, mostly generative models. Prev. Google Brain/DeepMind, founding team @OpenAI. Inventor of the VAE, Adam optimizer, among other things. ML PhD.Ben Poole @poolio
17K Followers 1K Following research scientist at google brain. phd in neural nonsense from stanford.Dan Roy @roydanroy
45K Followers 2K Following ML / AI researcher, emphasis on theory. Research Director and Canada CIFAR AI Chair, @VectorInst Professor, @UofT (Statistics/CS)Jascha Sohl-Dickstein @jaschasd
19K Followers 623 Following Member of the technical staff @ Anthropic. Most (in)famous for inventing diffusion models. AI + physics + neuroscience + dynamics.David Pfau @pfau
22K Followers 1K Following Knowledge manifests itself in radiant dreams that shimmer like the wild sun Views are my own pfau at sigmoid dot social on 🦣 https://t.co/xqtVHHVI17 on 🦋Arash Vahdat (hiring) @ArashVahdat
8K Followers 805 Following Principal scientist and research manager @nvidia research, leading forward-looking fundamental generative AI research efforts, views are my own.Alex Nichol @unixpickle
8K Followers 389 Following Code, AI, and 3D printing. Opinions are my own, not my computer's...for now. Husband of @thesamnichol. Co-creator of DALL-E 2. Researcher @openai.Ajay Jain @ajayj_
6K Followers 3K Following Co-founder @genmoai. Co-created denoising diffusion (DDPM), DreamFusion, Dream Fields. Ex Ph.D. @berkeley_ai, @googleai, @facebookai, @nvidiaai, @mitJiaming Song @baaadas
5K Followers 992 Following Chief Scientist @LumaLabsAI. Working on visual generative AI. Were @NVIDIA @Stanford @OpenAI @MetaAIMax Welling @wellingmax
32K Followers 428 FollowingYang Song @DrYangSong
10K Followers 886 Following Leading the Strategic Explorations team @OpenAI. Score-Based Models. Diffusion Models. Consistency Models.Michael Albergo @msalbergo
2K Followers 1K Following Incoming junior fellow at the Society of Fellows at @Harvard and @iaifi_news fellow at MIT, recently PhD'd from @NYUniversity (he/him)Fauna Robotics @faunarobotics
728 Followers 18 Followingmartin_casado @martin_casado
50K Followers 2K Following GP @ a16z ... questionable heuristics in a grossly underdetermined worldDavid Barber @davidobarber
3K Followers 740 Following Director UCL Centre for AI and UiPath Distinguished Scientist. Co-founder https://t.co/Wx3VpUByR2. Pro: cycling, walking, EU. @[email protected]. Views my own.Flatiron Institute @FlatironInst
5K Followers 206 Following Advancing scientific research through computational methods and software tools. Centers: #FlatironCCA, #FlatironCCB, #FlatironCCM, #FlatironCCN and #FlatironCCQAlex Kontorovich @AlexKontorovich
24K Followers 805 Following Mathematician (Distinguished Professor of #Math at @RutgersU). Here to learn about research, education, and community. Let’s build something together.MoMA The Museum of Mo.. @MuseumModernArt
5.2M Followers 3K Following Connecting people from around the world to the art of our time.Why you should have a.. @ShouldHaveCat
3.9M Followers 257 Following The perfect account to show to your parents when you want a cat 😺❤James Bradbury @jekbradbury
11K Followers 8K Following Compute at @AnthropicAI! Previously JAX, TPUs, and LLMs at Google, MetaMind/@SFResearch, @Stanford Linguistics, @Caixin.Elman Mansimov @elmanmansimov
3K Followers 667 Following AI scientist whose work has been acquired by a prestigious American museumJacob Lu @JacobLu41760
13 Followers 11 FollowingIdeogram @ideogram_ai
39K Followers 0 Following Helping people become more creative. It's pronounced eye-diogram. Join our lovely community at https://t.co/aKDNl4OOQf.Anil Ananthaswamy @anilananth
8K Followers 3K Following Sci journalist/TED speaker/MIT KSJ Fellow/Books: The Edge of Physics, The Man Who Wasn't There, Through Two Doors at Once Mastodon: @[email protected]Kevin Frans @kvfrans
2K Followers 420 Following @berkeley_ai prev mit, read my thoughts: https://t.co/7CZsOTsiH8Tony Hawk @tonyhawk
4.4M Followers 9K Following Pro skater, father, husband, videogame character, CEO, philanthropist & public skatepark advocate. Old AF and still skating.Chin-Wei Huang @chinwei_h
1K Followers 213 Following AI4Science research @MSFTResearch Amsterdam. PhD @Mila_Quebec on generative models.The Metropolitan Muse.. @metmuseum
4.2M Followers 1K Following Explore 5,000 years of history from across the globe right here at The Met. Plan your visit → https://t.co/DIK031YWPgGreg Egan @gregeganSF
23K Followers 316 Following SF writer / computer programmer Latest novel: MORPHOTROPHIC Latest collection: SLEEP AND THE SOUL Web site: https://t.co/yeU5bLA3mx Also: @[email protected]Valentin De Bortoli @ValentinDeBort1
1K Followers 194 Following Research scientist at DeepMind London.Bodega Cats @Bodegacats_
1.1M Followers 9 FollowingCats of Yore @CatsOfYore
117K Followers 37 Following Hi! I'm Molly and I'm interested in feline history and welfare. Owner of 2 amazing FIV+ cats! Header by W. Eugene Smith. Profile pic is a postcard from 1908.translated cats @TranslatedCats
384K Followers 3K Following Cats with machine and AI translated captions. I also run @catworkers and @thereisnocat_. Replies are monitored for spam/page promotion/impression farming.cats being weird litt.. @weirdlilguys
2.1M Followers 24 Following wlg fan club 🐈 dm for submissions + credit! • IG: @ catsbeingweirdlittleguys • partnerships: [email protected] • MERCH 👇👇Programming @progra_ming
8K Followers 0 Following Programming courses . human developement . Wrote . Microsoft officeChenlin Meng @chenlin_meng
8K Followers 833 Following Co-founder & CTO @pika_labs | ex @StanfordAILab @Stanfordwhy you should have a.. @shouldhaveanima
1.7M Followers 38 Following The Perfect account to show your parents when you want an animal 🦆A meme page to check .. @memecrashes
353K Followers 252 Following currently working on our PhD (imaginary issues no one cares about except a really really really specific audience)Bob Wachter @Bob_Wachter
269K Followers 298 Following Chair, UCSF Dept of Medicine. Career: What happens when a poli sci major becomes an academic physician. Author: "The Digital Doctor". Hubby/Dad/Grandpa/Golfer.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.Maxim Raginsky @mraginsky
8K Followers 2K Following father, academic, raconteur, aging wannabe hipster blog: https://t.co/akk6LCvKw6Jakub Tomczak @jmtomczak
8K Followers 999 Following Associate prof @TUeindhoven | Advisor @natinlab1 | Founder Amsterdam AI Sols | Before: @VUamsterdam @UvA_Amsterdam (@wellingmax) @Qualcomm | Opinions my ownDaniel Watson @watson_nn
1K Followers 596 Following Research Scientist @GoogleDeepMind. Opinions my own. 🇵🇦Tambet Matiisen @tambetm
290 Followers 373 FollowingArnaud Doucet @ArnaudDoucet1
4K Followers 627 Following Professor at Oxford @OxCSML, @oxfordstats, Professorial fellow at @Hertfordcollege and Senior Staff Research Scientist at @GoogleDeepMind.Alexia Jolicoeur-Mart.. @jm_alexia
10K Followers 1K Following AI Researcher at the Samsung SAIT AI Lab 🐱💻Chitwan Saharia @Chitwan_Saharia
3K Followers 289 Following @ideogram_ai Past: Sr. Research Scientist @GoogleAI || B. Tech, CSE, @IITBombayDavid Fleet @fleet_dj
430 Followers 20 Following Google Research, Brain Team; and University of Toronto.Ricky T. Q. Chen @RickyTQChen
4K Followers 809 Following Research Scientist at FAIR NY, Meta. I build simplified abstractions of the world through the lens of dynamics and flows.Adji Bousso Dieng @adjiboussodieng
17K Followers 334 Following AI Scientist: @Vertaix_ @GoogleDeepMind 🍒 Academic: @Princeton 🐯 Advocate: @theafricaiknow_🌱Life update! In the fall I'll start as a Junior Fellow at the Society of Fellows at @Harvard and an @iaifi_news fellow at MIT. Looking forward to new adventures with folks across @KempnerInst @hseas @MITMath and @Harvardphysics. Please reach out if/when you're in Cambridge 🙂.
Thank you @ieeeras for the Early Academic Career Award! We have been pushing self-supervised robots that learn from real-world data for about a decade now and it is wonderful to see the support from the robotics and automation community along the way.
Congratulations to the 2024 winners of the #IEEE #RAS awards! Join us at #ICRA2024 to help celebrate their outstanding accomplishments in, and service to, #robotics and #automation as we present them their awards! For more details about the winners, visit: loom.ly/l8QzDRc
The #FoMo saga continues today we kick-off with generative modeling by @TimSalimans 🤩
Fast sampling with 'Multistep Consistency Models': We get 1.6 FID on Imagenet64 in 4 steps and scale text-to-image models, generating 256x256 images with 16 steps. Guess which row is distilled? With @emiel_hoogeboom @TimSalimans Arxiv: arxiv.org/abs/2403.06807
New work on distillation of diffusion models 📢 Getting closer to zero loss in quality than ever before, while needing only 4-16 sampling steps. Bonus content: a new deterministic sampler - aDDIM - generalizing DDIM and performing substantially better!
Fast sampling with 'Multistep Consistency Models': We get 1.6 FID on Imagenet64 in 4 steps and scale text-to-image models, generating 256x256 images with 16 steps. Guess which row is distilled? With @emiel_hoogeboom @TimSalimans Arxiv: arxiv.org/abs/2403.06807
I'm surprised how few people realize it's possible to underfit and overfit at the same time.
The buried lede being that all these models turn out to be... VAEs in disguise 🥸. More precisely, infinitely deep VAEs, optimized with data augmentation. Read the paper to understand how, folks.
@epiqueras1 @jekbradbury Why are there two photos of James there?
The meaning of life according to @ideogram_ai
Functional Reward Encodings (FRE) provide a simple, unsupervised approach to offline zero-shot RL: 1. Learn a robust latent space of reward functions, then 2. Train a generalist agent on *random functions*, such that new tasks naturally map to solutions. kvfrans.com/fre/
Super excited for new adventures with @faunarobotics! Stay tuned!
At Fauna Robotics, we are creating a world where human and robotic fauna coexist, collaborate, and flourish together. 🌿🤖 Our founding team has deep backgrounds in robotics, shipping products, and company building. We're hiring across research, design, and eng roles in NYC.
cute pleading furry monster glossy eyes holding a sign "need tsmc n3e", 3d render, cinematic ideogram.ai + Magic Prompt
Hmmmmmmmmmmmm
@CrisGiardina @Teknium1 @hojonathanho did you leave out @wchan212 @Chitwan_Saharia? 🥹