Director UCL Centre for AI and UiPath Distinguished Scientist. Co-founder pageindex.ai. Pro: cycling, walking, EU. Views my own.

Joined March 2017
41 Photos and videos
David Barber retweeted
🚀 NEW: DiffRatio achieves SOTA one-step image generation WITHOUT teacher supervision! Instead of separately estimating teacher & student scores (causing bias), we directly learn the score difference using a density-ratio network. ✨ Better quality & 50% less memory! 🧵👇
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Funding for dataset creation and challenge projects from the UK Hub in Generative Models. Deadline 24th Feb 2026. Please forward. genai.ac.uk/dataset-creation…

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David Barber retweeted
1 Nov 2025
Replying to @unwind_ai_
Thanks for the shoutout! Vectorless, vision-based RAG — without OCR. 🧩 Powered by PageIndex's agentic in-context index & reasoning-native, human-like retrieval. 🚀Agent Platform: chat.pageindex.ai 📦GitHub: github.com/VectifyAI/PageInd… 🛠️Notebook: github.com/VectifyAI/PageInd…
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David Barber retweeted
26 Sep 2025
📄 Want to upload local long PDFs on Claude but get context limit reached errors? 🚀 In Claude Desktop, you can use PageIndex to upload your local files directly — no more context limits. 👉 Easy setup at pageindex.ai/mcp. 🆓 1,000 pages free. #PageIndex #RAG #Claude
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David Barber retweeted
15 Aug 2025
Meet the first long-context OCR — PageIndex OCR. It can convert PDFs to Markdown with the document structure preserved. 📄 Upload a PDF ⚡ Get Markdown output (global structure preserved) 🌳 Navigate the hierarchical structure of the document 🆓 Try it now with 200 pages free: dash.pageindex.ai #PageIndex #OCR #AI #LLM #RAG #DocumentAI #LLMReady
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Please do consider submitting to the ICML Workshop on Computer Use Agents. Deadline May 18. x.com/workshopcua/status/190…

🚀Announcing the Workshop on Computer Use Agents at #ICML2025 in July, Vancouver! Join us, to advance research on AI agents performing real-world computer tasks. 🤖Call for Papers & Demos: Deadline May 18, 2025 🎙️Exciting speaker lineup announced! ✍️Interested in reviewing? Register now! ✈️Travel grants available to support participation. Follow us for updates! #WCUA #CUA #AI #ML #ComputerUseAgents #Agents #icml2025 Website link below 👇
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David Barber retweeted
1 Apr 2025
Tired of the poor accuracy of similarity-based retrieval on long documents? You need reasoning-based RAG. We've open-sourced PageIndex — a tool for building indexes optimized for reasoning-based RAG and deep research. github.com/VectifyAI/PageInd…
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David Barber retweeted
Talk by Nicolas Chopin, Prof of Statistics, Paris, hosted by AI Centre/ ELLIS ellis.eu Date: Monday 17th March 2025 Time: 12:30 - lunch; 1-2 - talk Location: UCL AI Centre, 90 High Holborn For more info and sign up: bit.ly/3X7ko5O
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For the UK Gen AI community, we are inviting submissions for Gen AI research posters to be displayed during our launch event on 4 March at the Crick Institute in London. Please complete this form if you would like to be considered for the exhibition: forms.office.com/e/gnRR8uvW8…
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Important article in the FT about the need for the UK to rethink university and PhD funding. PhD students are the lifeblood of research, teaching and innovation. ft.com/content/a6565997-e73b…
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David Barber retweeted
21 Nov 2024
Anyone can ship AI features quickly, but getting them from OK to great really comes down to the quality of your evaluations. At @GustoHQ, we built our AI workflows around Humanloop, which has been core to shortening our eval cycle time. Congrats on launching, @humanloop!
21 Nov 2024
Humanloop is now generally available! After 2 years of working closely with early customers, we're opening access to our full evals platform. 🧵 Here's what we've learned and how we can help you build great AI products:
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David Barber retweeted
29 Oct 2024
🚀Mafin2 is based on our new MCTS RAG framework, achieving state-of-the-art accuracy for financial data!
29 Oct 2024
Introducing Mafin2, your next-gen AI financial copilot from Vectify AI. Learn more on our website: vectify.ai/. #AI #Fintech #FinancialAssistant #Mafin2
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This is a very nice piece of work, showing how to use the optimal form of the denoising covariance to improve generations.
26 Oct 2024
🚀 We propose a new way to estimate the denoising covariance in diffusion models, which can lead to lower estimation error, better FID and likelihood tradeoff with fewer steps, and improved generation diversity. ArXiv link: arxiv.org/abs/2406.10808. More details below👇
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The UCL Venturer Programme is a new way to fund PhD studentships and Postdocs and create a startup. If you're an investor or corporate looking to access world leading AI talent for innovation, please do join us at the UCL AI Centre on 14th November eventbrite.co.uk/e/ucl-ventu…
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Additionally, @radicalvcfund has launched applications for the first-ever Radical Cloud Cohort, offering selected early-stage AI builders $250K in cloud credits and a year of programming to help scale their businesses. Apply: radicalventures.qualtrics.co…

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With funding and mentoring from Google DeepMind @ai_ucl is looking for a Fellow to contribute impactful research in the broad area of sustainable AI. The Fellow will be a proven advocate for increasing participation in AI and an ambassador for inclusion during the Fellowship.
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We show how to take a pretrained model (like Gemma) and extend the context significantly with only linear scaling cost. As good as Mamba and other SOTA models for language modelling but with global context. Great work by @ai_ucl @UiPath arxiv.org/abs/2402.17512
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David Barber retweeted
19 Jul 2024
I will be in ICML 2024 presenting two conference papers and one workshop paper about diffusion methods, LLM fine-tuning and next-generation network architecture. #ICML2024 #ICML [1/5]
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