Daniel Watson @watson_nn
Research Scientist @GoogleDeepMind. Opinions my own. 🇵🇦 Toronto, Ontario Joined October 2017-
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Excited to share our work on Video Interpolation with Diffusion Models. vidim-interpolation.github.io VIDIM generates plausible short videos given a start and end frame. Joint work with @watson_nn, @erictabellion , @holynski_ , @poolio and @jannekontkanen
Very excited to share VIDIM, our diffusion model for video interpolation. Cheap and high quality video diffusion will become a reality. I have also believed for a while now that using pixels as inputs is severely underrated-- there is so much more signal in there v.s. text.
Very excited to share VIDIM, our diffusion model for video interpolation. Cheap and high quality video diffusion will become a reality. I have also believed for a while now that using pixels as inputs is severely underrated-- there is so much more signal in there v.s. text.
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
@sama Please use the universal Benchmark for video
# on shortification of "learning" There are a lot of videos on YouTube/TikTok etc. that give the appearance of education, but if you look closely they are really just entertainment. This is very convenient for everyone involved : the people watching enjoy thinking they are…
Hiring Research Scientists within @GoogleDeepMind - Toronto to join our team & advance the next generation of medical AI, develop cutting-edge LLMs & Multi-modal models to tackle real-world healthcare challenges. Please submit your interest through: forms.gle/2cSbBotUwSfVfu…
Las palabras se las lleva el viento, Presidente En educación: seguimos fracasando las pruebas PISA Transparencia: No hay mejoras desde el 2019 (Transparencia Internacional) Pobreza: incrementa desde 2019 (Banco Mundial) Homicidio: incrementa desde 2019 (Procuraduría)
We have a student researcher opportunity in our team @GoogleDeepMind in Toronto 🍁 If you’re excited about research on diffusion models, and generative video models, please fill the form : forms.gle/auNq61N35AvTZS… and apply here: deepmind.google/about/careers/…
Excited to share ReconFusion! 3D reconstruction of real-world scenes from only a few photos, powered by diffusion priors: reconfusion.github.io w/ amazing team @ChrisWu6080 @BenMildenhall @philipphenzler @KeunhongP @RuiqiGao @watson_nn @_pratul_ @dorverbin @jon_barron @poolio
Logging into Twitter after the CVPR deadline...
El Procurador General de la Administración ha concluido SIETE violaciones a la Constitución Política de la República de Panamá en la Ley 406 (contrato minero) y cierra magistralmente su escrito con esta cita del ilustre Carlos Iván Zúñiga: "hay momentos supremos y de conciencia…
“Nadie está por encima de la ley” dice @NitoCortizo… a excepción de la minera, cuyo nuevo contrato se aprobó violando varias leyes vigentes. Y por supuesto los corruptos que gobiernan con el y no respetan la ley ni al pueblo panameño. PENOSO video, porque ni la cara en vivo da
Esto sí lo hace de una vez. Qué verguenza y qué tristeza. Hay que luchar por 🇵🇦.
Esto sí lo hace de una vez. Qué verguenza y qué tristeza. Hay que luchar por 🇵🇦.
Why use RLHF when u can backprop through the sampler with any differentiable reward🥹🥹🥹
Why use RLHF when u can backprop through the sampler with any differentiable reward🥹🥹🥹
Required viewing for every citizen in the Western hemisphere. We're getting fucked by the political class.
Required viewing for every citizen in the Western hemisphere. We're getting fucked by the political class.
single-element tuple trauma
📢📢📢 Introducing "𝐁𝐚𝐲𝐞𝐬' 𝐑𝐚𝐲𝐬: Uncertainty Quantification for Neural Radiance Fields" TL;DR: 𝐜𝐚𝐧 𝐈 "𝐭𝐫𝐮𝐬𝐭" 𝐦𝐲 𝐍𝐞𝐑𝐅 𝐚𝐭 𝐩𝐨𝐬𝐢𝐭𝐢𝐨𝐧 𝐱? bayesrays.github.io arxiv.org/abs/2309.03185 with @lily_goli , @sellan_s, @code_red7777, @_AlecJacobson.
🤣🤣🤣🤡🤡🤡 No hay inteligencia artificial que pueda fabricar todos los matices de la manera de hablar de todos esos manes, menos el acento panameño. Y aunque de Martinelli hay suficiente audio público para hacer el intento, de los demás no.
🤣🤣🤣🤡🤡🤡 No hay inteligencia artificial que pueda fabricar todos los matices de la manera de hablar de todos esos manes, menos el acento panameño. Y aunque de Martinelli hay suficiente audio público para hacer el intento, de los demás no.
Jim Fan @DrJimFan
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Robert Scoble @Scobleizer
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Andrea Tagliasacchi �.. @taiyasaki
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Sam M @sammtmd
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Andrew white @Andreww95636515
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adam baird @grufftech
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Clément Godard @mrharicot
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harper𓂃 ࣪˖ ִֶ.. @harpscord
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Bibi Riddlebarger @BibiRiddle91753
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Dorh @dorhyang
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AK @_akhaliq
310K Followers 3K Following AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo follow on Hugging Face: https://t.co/q2Qoey80Gx
Andrej Karpathy @karpathy
979K Followers 904 Following 🧑🍳. Previously Director of AI @ Tesla, founding team @ OpenAI, CS231n/PhD @ Stanford. I like to train large deep neural nets 🧠🤖💥
Yann LeCun @ylecun
711K Followers 718 Following Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.
Luma AI @LumaLabsAI
80K Followers 49 Following Luma's mission is to build multimodal AI to expand human imagination and capabilities. Join us → https://t.co/amvw1U21Nc
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.
Stability AI @StabilityAI
190K Followers 31 Following We are building the foundation to activate humanity's potential.
François Chollet @fchollet
470K Followers 770 Following Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.
Emm @emmanuel_2m
32K Followers 6K Following Co-founder & CEO at https://t.co/7ElrGjg10n 🚀 | Craft unique and style-consistent game assets with custom-trained AI models 👾 | #GenAI #Gaming @scenario_gg
Google DeepMind @GoogleDeepMind
944K Followers 275 Following We’re a team of scientists, engineers, ethicists and more, committed to solving intelligence, to advance science and benefit humanity.
Autonomous Vision Gro.. @AutoVisionGroup
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Eric Jang @ericjang11
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Andrew Ng @AndrewYNg
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Peyman Milanfar @docmilanfar
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Jeff Dean (@🏡) @JeffDean
296K Followers 6K Following Chief Scientist, Google DeepMind and Google Research. Co-designer/implementor of things like @TensorFlow, MapReduce, Bigtable, Spanner, Gemini .. (he/him)
“paula” @paularambles
13K Followers 2K Following writing & reading code & other things. rambling and cozymaxxing here. @paulascircle for mutuals.
Felipe Argote @fargote507
11K Followers 796 Following Gerente, profesor, escritor, consultor, compositor, productor. En youtube economía 101, tiktok economía en un minuto. Podcast en Spotify, Libros en AMAZON.
Amirmojtaba Sabour @amsabour
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Jeremy Howard @jeremyphoward
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Essential AI @essential_ai
2K Followers 5 Following Our mission is to deepen the partnership between humans and computers, unlocking collaborative capabilities that far exceed what could be achieved today.
Dejia Xu @Ir1dXD
560 Followers 1K Following ✨ Ph.D. student at UT Austin. https://t.co/bCoyXJpcOm @WNCG_UT @VITAGroupUT
Sam M @sammtmd
225 Followers 657 Following @ELLISforEurope PhD student at @INSAITinstitute and Student Researcher at @GoogleDeepMind. previously: @CMU_Robotics / @UofT. Not an AI doomer
Ron Wyden @RonWyden
504K Followers 628 Following U.S. Senator from Oregon. @SenateFinance Chairman. @WydenPress. Instagram: https://t.co/F6XmPU61WA. He/him.
Michael Chen @chenmapty
5K Followers 182 Following 🏅 Candidato a la Vicepresidencia de 🇵🇦 por el Movimiento Otro Camino | Esposo | Padre de 2 | Colonense / Panameño con Orgullo
Vinod Khosla @vkhosla
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Konstantina Psoma @konstantinaps_
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udio @udiomusic
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andrew chen @andrewchen
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A meme page to check .. @memecrashes
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Ideogram @ideogram_ai
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Sabrina Bacal @sabribacal
103K Followers 1K Following Digo lo que pienso y hago lo que digo. Defiendo principios, no intereses. El periodismo no es un concurso de popularidad.
Gabriel Silva @gabrielsilva8_7
46K Followers 861 Following Diputado Independiente del 8-3(Antes 8-7). 🇵🇦 ¿Cómo puedo ayudar? Consultas e ideas al 65349319 o [email protected]
Daniel Litt @littmath
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Saint Javelin @saintjavelin
199K Followers 456 Following We started with one sticker and have now contributed over $2M to Ukraine's war effort since February 2022. DISCOVER OUR NEW COLLECTION 👇
Crazy Ass Moments in .. @AssLatam
100K Followers 35 Following A catalogue of eccentric political moments of the world's wackiest yet peaceful region. DMs are always welcome.
The Biden "Make America Poor Again" capital gains tax idea is possibly the single worst idea for American growth (and therefore gains in wages, productivity, and general living standards) that I've heard in a decade. I can't think of any idea that would disincentivize investing…
I'm super excited to be back home in Toronto for the next few months and join @GoogleDeepMind as a student researcher, where I'll be working on Generative video models. Lmk if your lab has cool talks around Generative models or if you just want to chat over coffee :)
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…
AlphaFold lecture slides are here: amyxlu.github.io/data/alphafold… Truly believe in AlphaFold as an AlexNet moment for biology, to endure for its empirical validation of the computational ingredients it propounds rather than (just) as a tool. Super fun to do this deep dive 🧬
Putting together a 1.5 hour lecture on AlphaFold -- does anyone have pointers to existing course content? Hoping to do a deep dive into the ingredients that can be ported over to other models, for e.g. at the level of explaining IPA, FAPE, etc. with mathematical precision
Llama3-8B and 70B have dropped!! Extremely grateful to have been part of this journey. More coming soon :) llama.meta.com/llama3/
One problem with finding ML talent since the bitter lesson is that ML is now distributed systems and statistics and our university system wasn't setup to produce people who are good at both.
Je vais à Montréal! This June I'm starting a new position as an assistant professor at @UMontreal and as a core academic member of @Mila_Quebec. Drop me a line if you're interested in working together on problems in AI4Science, Optimal Transport, and Generative Modeling.
The government of Canada has unfortunately completely lost their plot on innovation & entrepreneurship: - trying to pick winners (eg superclusters) - proposing very rigid AI regulation - dramatic increase of # of public sector employees - increasing capital gain rate
"Let d in [0,1], and X,Y~Bern(d) be independent random variables." See how that feels? Who's in pain, now?
So, at some point one has to pick a symbol to denote the dimension. Fair. I can understand n (theoretical computer science baggage). I can understand d (alphabetical reasons). I *could* understand k (if n and d are taken already, maybe). But p? Why p? WHAT? We need to talk.
This bill represents one of the most dramatic and terrifying expansions of government surveillance authority in history. I will do everything in my power to stop it from passing in the Senate.
NEW: House votes 273-147 to extend FISA Section 702 surveillance powers for two years. After rejecting an amendment to bolster warrant requirement when spying involves US persons. 126 Rs and 147 Ds voted for the bill. Now to Senate. Deadline: April 19 nbcnews.com/politics/congr…
Priorizar la ciencia, tecnología e innovación es obligatorio para que Panamá se sea competitivo No invertir 1% del PIB fue otra promesa incumplida Gastar más no significa mejores resultados pero me consta que el sector lo necesita Propusimos 2%, tampoco lo quisieron
La promesa de aumentar la inversión pública total en materia de ciencia, tecnología e innovación hasta el 1% del PIB, plasmada en el Plan de Acción Uniendo Fuerzas del gobierno de Nito, se quedó en el tintero. prensa.com/sociedad/inver… a través de @prensacom
Si algo me queda claro despues de ver la lista de los auxilios es que la educacion panameña es tan mala y de tan baja calidad inclusive a nivel regional porque los recursos se han ido es a que la gente estudie afuera en vez de mejorar lo de aqui. Y la gente ni regreso al pais...
Voy a terminar votando por Meliton si Lombana no aprende a callarse la boca y deja de decir estupideces
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models Significantly improved finetuned perf by simply changing the initialization of LoRA's AB matrix from Gaussian/zero to principal components of W repo: github.com/GraphPKU/PiSSA abs:…
Just some🥰 and 🥳 to PhD collaborators @lily_goli and @IAmEricHedlin for theirs 𝐬𝐩𝐨𝐭𝐥𝐢𝐠𝐡𝐭𝐬, and to @DavidCharatan for his 𝐨𝐫𝐚𝐥 at #CVPR2024 Project pages: davidcharatan.com/pixelsplat (oral) bayesrays.github.io (spotlight) ubc-vision.github.io/StableKeypoints (spotlight)
Yet, this doesn't seem to translate into any meaningful differences in cognitive abilities, achievement, or behavior. You can't tell the difference between an aphant and a hyperphant until you start asking these questions -- and even then, the range of different answers does not…
The left is a diagram of the solar eclipse in 4 days. The right is the Airbnb occupancy rate the night before. Sources: NASA and AIRDNA.
VIDIM: Video Frame Interpolation Using Diffusion Models. Watch out for our generative frame interpolation magic in CVPR 2024. With Siddhant Jain, Daniel Watson, Eric Tabellion, Aleksander Holynski, and Ben Poole arxiv.org/abs/2404.01203
Excited to share our work on Video Interpolation with Diffusion Models. vidim-interpolation.github.io VIDIM generates plausible short videos given a start and end frame. Joint work with @watson_nn, @erictabellion , @holynski_ , @poolio and @jannekontkanen
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