OutofAi
@OutofAi
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Simple ML.
London, UK
Joined August 2023
A Significantly simplified 2D Gaussian Splatting as part of a bigger research experiment regarding image signal processing that I am working on Github : https://t.co/lDqMXKuA9F For those looking to gain a deeper understanding of Gaussian splatting, this is an excellent starting
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The data is pretty clear: high-skilled immigration drives innovation & growth
⏩ We analysed Britain’s 100 fastest-growing companies and discovered that 54% have a foreign-born founder – the highest percentage on record since we began tracking it in 2019. In other words, over half of some of our most amazing businesses exist because of immigrants.
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Great news for us, all 🥳
Pretty significant news coming out of the courts today for AI & copyright. If Getty's claim had not been rejected, deployment of all LLMs in the UK would have become illegal! Yes! I know! Thank god for our judiciary!
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Agree with @matthewclifford - the UK can and should be rich again. The next decade’s growth will come from a handful of tech companies being built today. Our choice is simple... capture the value from our world-class universities and startup ecosystem - or watch every great
"Whatever you care about, whatever your vision for this country, it will be much easier to achieve it if we make the UK rich again." @matthewclifford at LFG: Make or Break 🚀
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We need to restore Parliament into being a decision-making body that is focused on governing our country. A clip from our latest LFG podcast with @jujulemons and @jo3hill
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HuMo 17B's character consistency, to even small details like tattoos, are certainly uncanny. HF Space Link below ⬇️
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we should be way more excited about Ovi 🔥 > open source, apache 2.0 license > text/image-to-video + audio generation > based on Wan2.2 5B > great latency <> quality balance
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When @Alibaba_Wan 2.1 meets Omniavatar meets Higgs Audio meets 16:9 🦍🦍🦍🦍
Our HF Space now supports widescreen (16:9) and square (1:1) for Omniavatar clip creation…🥳 enjoy creating content! 🎬
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Thermal Infrared in Robotics.....................!! exciting! 🤔
Exploring beyond RGB? Join us at ICRA 2025 for an exciting workshop on Thermal Infrared in Robotics (TIRO)! 🔥🤖 Share your latest thermal imaging projects in robotics or take part in our competition. 🔥 Workshop webpage https://t.co/YMBg7U4Cbz
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Imitation Learning meets limitation learning 🤔
In student-teacher #ReinforcementLearning, the student may fail to imitate the teacher if the teacher’s behavior isn’t inferable from the student’s partial observability🤖. Our #ICLR2025 paper tackles this by training the teacher to adapt to the student’s limitations. Links ⬇️
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and the aspect of self-attention leakage which similar to the cross attention one but on a semantic level, which both issues are tackled through masking the subjects on attention layers and calculating the relevant loss, to increase the attention of individual items on their own
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The first one being the cross-attention leakage, resulting similar subjects to shares traits that doesn't inherently belong to them (2/3)
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One of the most interesting paper that I read recently was https://t.co/QI7Z05xXOi Investigating two common issues with diffusion model image sampling, which the paper tackles by an training free approach, optimisation or guiding latents in the process of generation (1/3)
arxiv.org
Text-to-image diffusion models have an unprecedented ability to generate diverse and high-quality images. However, they often struggle to faithfully capture the intended semantics of complex input...
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Thanks @TheAIAdvantage for the great review 🥲 you can watch the full clip on YouTube YT Link: https://t.co/Ej1atjayel and if you wanna try Out of Focus v1.0: Github: https://t.co/HenspQYZ0o Colab: https://t.co/ZNWK4ERCx4
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When the paper claims that no additional training data is required and you get excited and then you realise you need 8xA100s to train the model💔
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Thanks for sharing our work🧡@_akhaliq
Out of Focus v1.0 github: https://t.co/gol1LlFAcb Out of AI presents a flexible tool in Gradio to manipulate your images. This is our first version of Image modification tool through prompt manipulation by reconstruction through diffusion inversion process. We recommend running
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And as always your support for our open source work would be appreciated so can continue our open source journey
buymeacoffee.com
Creating HF Spaces for local use
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