Jiatao Gu @thoma_gu
Machine Learning Researcher at @Apple ML Research (MLR) based in NYC | ex-FAIRer | PhD from HKU | Research on Generative AI for multimodalities. また日本語もできます。 jiataogu.me New York, USA Joined October 2012-
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Adaptive depth (arxiv.org/abs/1910.10073) by @melbayad @thoma_gu @MichaelAuli et all . A very generalizable idea of dynamic depths with learnt exiting that shown to work on Transformers.
We sadly found out our CTM paper (ICLR24) was plagiarized by TCD! It's unbelievable😢—they not only stole our idea of trajectory consistency but also comitted "verbatim plagiarism," literally copying our proofs word for word! Please help me spread this.
The planner's code is available at github.com/apple/ml-plann…. You can refer to our research highlight post on the latent language diffusion model at machinelearning.apple.com/research/laten….
The planner's code is available at github.com/apple/ml-plann…. You can refer to our research highlight post on the latent language diffusion model at machinelearning.apple.com/research/laten….
3DV Keynote: **Generalized 3D Reconstruction** Lingjie Liu (University of Pennsylvania) 🗓️5:00 - 6:00 PM CET Wednesday Mar 20, 2024 📺Follow the keynote live on youtube.com/@3DV2024
How Far Are We from Intelligent Visual Deductive Reasoning? Please check our recent work!
How Far Are We from Intelligent Visual Deductive Reasoning? Please check our recent work!
Our paper "Diffusion Models without Attention" has been accepted by #CVPR2024! Congrats to our amazing collaborators @NathanYan2012 @srush_nlp ! More SSM + Diffusion will come!
Our paper "Diffusion Models without Attention" has been accepted by #CVPR2024! Congrats to our amazing collaborators @NathanYan2012 @srush_nlp ! More SSM + Diffusion will come!
Unlocking the secrets of transferring knowledge from cutting-edge GPT models to compact, trainable counterparts requires a deep dive into task decomposition. Is it better to DIVIDE complex tasks into manageable subtasks, or to tackle them head-on and CONQUER as a whole?
Unlocking the secrets of transferring knowledge from cutting-edge GPT models to compact, trainable counterparts requires a deep dive into task decomposition. Is it better to DIVIDE complex tasks into manageable subtasks, or to tackle them head-on and CONQUER as a whole?
Check out recent work on question decomposition for LLMs!
Check out recent work on question decomposition for LLMs!
Thrilled to announce that our "Matryoshka Diffusion Models" paper got accepted at #ICLR2024! Huge thanks to the amazing Apple MLR colleagues @zhaisf @YizheZhangNLP @jsusskin Navdeep Jaitly for their efforts. See you in Vienna! 🚀 #MachineLearning
Thrilled to announce that our "Matryoshka Diffusion Models" paper got accepted at #ICLR2024! Huge thanks to the amazing Apple MLR colleagues @zhaisf @YizheZhangNLP @jsusskin Navdeep Jaitly for their efforts. See you in Vienna! 🚀 #MachineLearning
We (Apple AI/ML) are looking for strong engineers and researchers in NYC. If you enjoy pushing the frontier of deep learning *and* building products used by millions of users, consider joining us at: jobs.apple.com/en-us/details/…
Please check out this incredible introduction video about our recent effort on "diffusion models without attention"!! Thanks so much, @srush_nlp, for making this! Also, thanks, @NathanYan2012, for your hard work. We should always stay curious and think outside the box!
Please check out this incredible introduction video about our recent effort on "diffusion models without attention"!! Thanks so much, @srush_nlp, for making this! Also, thanks, @NathanYan2012, for your hard work. We should always stay curious and think outside the box!
I’m recruiting multiple PhD students in my group at @CIS_Penn in the following areas: - Neural Representations and rendering for 3D/4D Reconstruction - 3D Generative Models - Human Motion Generation - LLM guided Graphics and Vision - Neural Representations for Robotics etc.
Excited to be at @SIGGRAPHAsia! Our work, "DreamEditor: Text-Driven 3D Scene Editing with Neural Fields", led by @JjZhuang26958 @chenwangcw, will be presented at 14-15 today in C4.11. Come chat with us about Neural Representations and 3D Generative Models!
At the latent diffusion tutorial panel yesterday, I briefly mentioned the difficulties of training autoencoders on language data. Today at the poster session, I found this paper. Looks like they've figured out a way to make this work! arxiv.org/abs/2306.02531 (§4.1) #NeurIPS2023
@YizheZhangNLP , @thoma_gu , Zhuofeng, @zhaisf , @jsusskin and Navdeep’s PLANNER from Apple MLR 🙂
@YizheZhangNLP , @thoma_gu , Zhuofeng, @zhaisf , @jsusskin and Navdeep’s PLANNER from Apple MLR 🙂
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/q2Qoey80GxJim 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.(((ل()(ل() 'yoav))).. @yoavgo
46K Followers 2K FollowingAI at Meta @AIatMeta
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46K Followers 5K Following Busy inventing the shipwreck. @Penn. Past: @johnshopkins, @UCSC, @Amazon, @Twitter ||Art: #NLProc, Vision, Speech, #DeepLearning || Life: 道元, improv, running 🌈Xin Eric Wang @xwang_lk
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51K Followers 285 Following Associate Professor @umdcs; Part-time Research Scientist @Meta. I like pixels.Michael Black @Michael_J_Black
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411 Followers 463 Following *midwest mentioned* 📚🕵🏻♀️ phd-ed @gtcomputing @icatgtPenn Computer and Inf.. @CIS_Penn
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2K Followers 249 Following Assistant CS Professor at UT Austin. Former Stanford and TUBerlin. Researching at the intersection of vision, learning and robotics 🏳️🌈This weekend, we’re Natural Lake Processing! #NLProc
Thrilled to introduce our newest Large-DiT!🚀 It can produce 720P videos and 1.5K resolution images with any aspect ratio. Repo: github.com/Alpha-VLLM/Lum… 1/7
GenAI team just moved to Building 99. Love to come back to this building. If you are in B99, let’s grab a drink.
JUST IN: 🇺🇸 US Senator reveals why the government wants TikTok banned. Pro-Palestinian and Hamas videos on TikTok "have more reach than the top 10 US news websites combined."
I am filled with a sense of wonder and admiration when I think about this incredible computer engineering accomplishment of NASA. It is still one of the most fulfilling places to work and my answer when people ask me what I would do if I were not in academia. I experience this…
Amazing that a chip bricked in 46-yr-old Voyager I, preventing it from sending data, and NASA figured out how to split up and reallocate its functions to other hardware, sending code 15 billion miles away (45 hours round trip!)--and Voyager's back online. blogs.nasa.gov/voyager/2024/0…
There is a really nice community of researchers developing transformer alternatives. Want to highlight these impressive folks. Simran Arora (@simran_s_arora), Chunting Zhou (@violet_zct), Dan Fu (@realDanFu), and Songlin Yang (@SonglinYang4)
@TaliaKhan_MIT @MIT Do you think these people were afraid, Princess?
Unit economics. It is always unit economics if you want to understand why successful businesses do something.
Twitter is inventing increasingly fanciful reasons why Meta's releasing models openly while Zuck gives the super straightforward, obvious-in-retrospect reason: Meta will spend > 100B on inference compute and if people make it 10% more efficient it will have paid for itself.
🎉 Get set for the ultimate brain boost at the "AI4Research" workshop (ai4research.github.io) in Jeju, Korea, alongside IJCAI'24! 🧠💥 Dive into the latest AI breakthroughs in accelerating & automating research. Submit your papers by May 20th 🚀 @IJCAIconf
Also it is not a coincidence that this protest was planned the day President Shafik was testifying in Congress. All the eyes were on Columbia anyway, in the biggest media market in the world and it was bound to attract all kinds of elements - whether by design or accident.
As a Columbia student, I was curious what, specifically, students are protesting. Apparently, it’s because Columbia’s endowment invests in broader market ETFs and big tech stocks. Every American with a retirement account is invested in big tech. Most of these kids’ parents are…
Thank you Gov. Hochul, First Deputy Mayor Sheena Wright, the NYPD, and the many government leaders who have reached out to offer their support.
This morning I went to Columbia University and convened City Hall, NYPD & Columbia’s President to discuss the need to fight antisemitism and protect public safety. The recent harassment and rhetoric is vile and abhorrent. Every student deserves to be safe.
PhysDreamer Physics-Based Interaction with 3D Objects via Video Generation Realistic object interactions are crucial for creating immersive virtual experiences, yet synthesizing realistic 3D object dynamics in response to novel interactions remains a significant
A personal milestone: hit 10,000 citations! Keep going and look forward to more impactful work in the future.
I’d rather not have NYPD on campus. However I also don’t want my Jewish and Israeli colleagues and student feel threatened and harassed on campus. This is not some peaceful “anti-war” protest - there is straight up anti-semitism and hatred going on. And it needs to stop, now.
Training ML models is addictive. YOLO training is even more captivating.
thera Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution github.com/prs-eth/thera
I will subscribe if I get to use the old logo and the app is called Twitter
Your subscription is much appreciated. The days ahead for defending freedom of speech will be tough.
I always believe that you shouldn't worry too much about the speed of your method because if you create something cool, someone will make it fast. There you have it: 1 hour to 1 second in 1 year. Congrats!!🥳
Check our MeshLRM 🌟, which achieves state-of-the-art mesh reconstruction from sparse-view inputs within 1 second! 🚀🚀🚀 Paper: arxiv.org/abs/2404.12385 Project page: sarahweiii.github.io/meshlrm/
Excited to announce Prof. Kathleen McKeown from @Columbia will be giving a Donald B. Gillies Memorial Lecture "Addressing Large Language Models that Lie: Case Studies in Summarization". Join us next Wed at 3:30 pm CT online or in person at SC 2405! 🔗: calendars.illinois.edu/detail/7046?ev…
This is a reasonable request from @JameelJaffer - to explain the decision fully