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Our latest work in AI Sensor Fusion of depth and mmWave radar for metal detection is up on arXiv! arxiv.org/abs/2408.00816 Chaitanya Kaul Rod Murray-Smith Daniele Faccio

Just out today, our work in mmWave+Depth metal detecting of concealed objects using sensor fusion, in MDPI Sensors! mdpi.com/1424-8220/24/1… Daniele Faccio Chaitanya Kaul QuantIC MDPI UofGARC UofG SciEng

3. with pixelsmith, thanos and Marco Aversa develop a framework to achieve gigagpixel image generation on single gpu from existing diffusion models arxiv.org/abs/2406.07251

Pixelsmith is a new method to generate any-resolution (> 1024x1024) images using diffusion models! They upsample images to the desired resolution, add noise, and slowly denoise it with a patch-based guidance. It works on a single GPU! thanos-db.github.io/Pixelsmith/

A quite literal game-changer- so exciting to watch this work develop into such a powerful tool! Congratulations Thanos Marco Aversa Chaitanya Kaul Daniele Faccio

Exciting news! 🚀 The code for Pixelsmith is now available! You can try it out here: github.com/Thanos-DB/Pixe…

Our latest work, Pixelsmith, accepted at NeurIPS 2024. Allows zero-shot image generation at gigapixel scale with Diffusion Models on a single RTX 3090 GPU.

Congratulations to Semiconductor, Daniele Faccio and everyone involved! 🙌 Some of the filming took place in the ARC and we really hope we can show this film in our atrium in the future. 📽️

The work, published this morning in Nature Physics and reported in New Scientist institutions.newscientist.com/article/245418… sheds new light on waveguiding through opaque diffusive materials like resin (pictured) snow, fog and human tissue. Daniele Faccio Jack Radford Extreme Light UofG PhysAstro

A very well written summary of our new concept for guiding light in scattering media nature.com/articles/s4156…

📆18 Days To Go! Here’s the aerial view of Glasgow from UoG! #BMVC2024

Are you a #machinevision expert? Have you considered enhancing your #computervision apps with a snapshot hyperspectral imaging camera? Join us British Machine Vision Conference (BMVC), where we’ll be demonstrating our #Hyperspectral #Imaging Camera capturing data at video frame rates! eu1.hubs.ly/H0dKlYG0

Registration is now OPEN! A great turnout already—welcome to all attendees. Let’s make this the best BMVC yet! #BMVC2024 #Welcome

The General Chairs @ger_ac83 Edmond Ho are delivering welcome speech!

First poster session is full on now!

A Ph.D. studentship with John Williamson & myself University of Glasgow in the ERC DIFAI project will look at developing “mediating mechanisms” as a way to link machine learning to HCI in tightly-coupled control loops. Deadline 14th Jan. findaphd.com/phds/project/p…

'Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models' was presented at NeurIPS Conference Led by Thanos & Marco Aversa, with Chaitanya Kaul Daniele Faccio and myself. Demos, paper and code at: thanos-db.github.io/Pixelsmith/ QuantIC Dotphoton

Ph.D. studentship available at UofG Computing Science with Aegean Airlines. Model-based shared autonomy via active inference, Supervised by Sebastian Stein and Rod Murray-Smith . Application deadline, 31st January 2025. Fully funded PhD studentship (fees + stipend). difai-project.org/aegeanphd.html

We review Active Inference and how it could be applied to model the human-computer interaction loop. Active Inference and Human-Computer Interaction arxiv.org/abs/2412.14741 with John Williamson Sebastian Stein in the DIFAI ERC project DIFAI ERC Project difai-project.org