E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile
E3DA Research Unit at DigiS center, FBK

@e3da_fbk

The Energy Efficient Embedded Digital Architectures unit researches energy-efficient networked embedded systems for IoT with AI inside!

ID: 1488524090881237001

linkhttp://e3da.fbk.eu calendar_today01-02-2022 14:47:09

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E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

In many applications, pinpoint accuracy in keypoint detection is paramount. What if we could achieve this on low-compute microcontrollers? 🀯 Introducing a groundbreaking approach! πŸš€ ...optimizing NN for embedded systems, ensuring efficiency without sacrificing accuracy. πŸ’ͺ

In many applications, pinpoint accuracy in keypoint detection is paramount. What if we could achieve this on low-compute microcontrollers? 🀯
Introducing a groundbreaking approach! πŸš€ ...optimizing NN for embedded systems, ensuring efficiency without sacrificing accuracy. πŸ’ͺ
E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

🚨 Exciting Opportunity Alert! 🚨 Passionate about #tinyML & distributed intelligence in #IoT? Fondazione Bruno Kessler - FBK's E3DA unit & UniTrento_DISI Doctoral School are offering a PhD scholarship on Artificial Intelligence for Tiny, Connected Devices - A5 Details: iecs.unitn.it/education/admi…

E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

πŸ“‘Our publication "XimSwap: Many-to-Many Face Swapping for TinyML | ACM Transactions on Embedded Computing Systems" is now is now available in the ACM Digital LibraryπŸš€πŸš€πŸš€ dl.acm.org/doi/10.1145/36… francesco paissan Alberto Ancilotto Fondazione Bruno Kessler - FBK

πŸ“‘Our publication "XimSwap: Many-to-Many Face Swapping for TinyML | ACM Transactions on Embedded Computing Systems" is now is now available in the ACM Digital LibraryπŸš€πŸš€πŸš€ dl.acm.org/doi/10.1145/36… 
<a href="/fpaissan_/">francesco paissan</a>  <a href="/aaancilotto/">Alberto Ancilotto</a> <a href="/FBK_research/">Fondazione Bruno Kessler - FBK</a>
francesco paissan (@fpaissan_) 's Twitter Profile Photo

next week, I will present "tinyCLAPπŸ‘: distilling constrastive language-audio pretrained models" at the tinyML Innovation Forum check out the code and play with the model! πŸ€—demo: shorturl.at/Yf3sT πŸ–₯️code: shorturl.at/hu2gL project webpage: shorturl.at/drbRM

E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

So excited to see "tinyCLAPπŸ‘" presented next week at the tinyML EMEA Innovation Forum! tinyML Foundation It was an amazing work that will go far. Don't miss outβ€”check out the demo and explore our code! πŸ€—πŸ–₯οΈπŸš€ #tinyML #AI #audioprocessing #embedded Fondazione Bruno Kessler - FBK

E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

πŸ₯³Congrats to Alessandro! πŸš€ Check out this new study that is one chapter of a broader study on the effects of IMU sensor-to-segment calibration on different segments of the upper limb (wrist, elbow, shoulder). A must-read for anyone in biomechanics! πŸ“šπŸ‘

Elisabetta Farella (@efarellafarella) 's Twitter Profile Photo

β³βŒ›Last day at tinyML EMEA Forum in Milan. Come to discuss with Alberto Ancilotto about how generative AI can fit in a microcontroller πŸš€πŸš€πŸš€

Elisabetta Farella (@efarellafarella) 's Twitter Profile Photo

πŸŽ‰ Foundation models on tiny devices? francesco paissan explained how at the #tinyML EMEA Innovation Forum 2024 in Milan presenting "tinyCLAP: distilling language-audio pretrained models"πŸš€ In September, this work will be presented INTERSPEECH 2025. Stay tuned! E3DA Research Unit at DigiS center, FBK Fondazione Bruno Kessler - FBK

πŸŽ‰ Foundation models on tiny devices? <a href="/fpaissan_/">francesco paissan</a> explained how at the #tinyML EMEA Innovation Forum 2024 in Milan presenting "tinyCLAP: distilling language-audio pretrained models"πŸš€ 
In September, this work will be presented <a href="/ISCAInterspeech/">INTERSPEECH 2025</a>. Stay tuned!
<a href="/E3DA_FBK/">E3DA Research Unit at DigiS center, FBK</a> <a href="/FBK_research/">Fondazione Bruno Kessler - FBK</a>
PATTERN Project (@pattern_eu) 's Twitter Profile Photo

πŸš€ Partner Spotlight: FBK πŸš€ Fondazione Bruno Kessler - FBK drives data anonymisation and privacy in the project. They promote innovation and tech development. FBK also works on knowledge sharing, commercialisation, and IP management. Discover FBK’s role: patternproject.eu/partners/ #PATTERNProject

πŸš€ Partner Spotlight: FBK πŸš€
<a href="/FBK_research/">Fondazione Bruno Kessler - FBK</a> drives data anonymisation and privacy in the project. They promote innovation and tech development. FBK also works on knowledge sharing, commercialisation, and IP management.
Discover FBK’s role: patternproject.eu/partners/
#PATTERNProject
REPAIRS-ETN (@etnrepairs) 's Twitter Profile Photo

Two more days until our #conference starts! We look forward to welcoming our participants at the UMCG in Groningen, for 3 days of exciting presentations and interactions. Our final program and book of abstracts is now online! Check it out here: repairs-etn.eu/closing-confer…

Two more days until our #conference starts! We look forward to welcoming our participants at the <a href="/umcg/">UMCG</a>  in Groningen, for 3 days of exciting presentations and interactions. Our final program and book of abstracts is now online! Check it out here: repairs-etn.eu/closing-confer…
E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

✨"Congrats to Stefano Ciapponi for presenting his first publication as PhD student, 'tinyVocos: Neural Vocoders on MCUs,' at the Internet of Sounds Symposium! πŸŽ‰ An exciting step forward in tinyML for sound processing. πŸš€πŸ‘ Fondazione Bruno Kessler - FBK πŸ”— internetofsounds.net/is2_2024/"

✨"Congrats to Stefano Ciapponi for presenting his first publication as PhD student, 'tinyVocos: Neural Vocoders on MCUs,' at the Internet of Sounds Symposium! πŸŽ‰ An exciting step forward in tinyML for sound processing. πŸš€πŸ‘ 
<a href="/FBK_research/">Fondazione Bruno Kessler - FBK</a> 
πŸ”— internetofsounds.net/is2_2024/"
E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

πŸš€ Excited to share that Alberto Ancilotto will present "Neural Style Transfer on STM32 MCUs" at the GenAI tinyML Foundation event next Oct 17-18, 2024 🎨✨ Learn how we're enabling GenAI art & video anonymization on low-power devices with XiNet for edge computing. Fondazione Bruno Kessler - FBK

πŸš€ Excited to share that  <a href="/aaancilotto/">Alberto Ancilotto</a> will present "Neural Style Transfer on STM32 MCUs" at the GenAI <a href="/TinymlF/">tinyML Foundation</a> event next Oct 17-18, 2024 🎨✨ Learn how we're enabling GenAI art &amp; video anonymization on low-power devices with XiNet for edge computing.
<a href="/FBK_research/">Fondazione Bruno Kessler - FBK</a>
E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

Our research was at #ECCV2024 FOMO Workshop. Elisabetta Farella presented "Unlocking the potential of Foundation Models in tinyML," about tinyCLAP and tiny Neural Style transfer exploiting FM power! πŸ‘ Thanks to the organizing team! Let’s drive AI towards a sustainable future! πŸš€

E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

If you want to know more, have a look at the research of francesco paissan at Interspeech 2024 and of Alberto Ancilotto at PeRConAI 2024 Special thanks to Yiming Wang πŸ™, for bringing this important topic to the forefront. Let's continue driving AI towards a more sustainable future! πŸš€

If you want to know more, have a look at the research of <a href="/fpaissan_/">francesco paissan</a> at Interspeech 2024 and of <a href="/aaancilotto/">Alberto Ancilotto</a> at  <a href="/PeRConAI/">PeRConAI</a> 2024

Special thanks to <a href="/YimingWang107/">Yiming Wang</a> πŸ™, for bringing this important topic to the forefront. Let's continue driving AI towards a more sustainable future! πŸš€
E3DA Research Unit at DigiS center, FBK (@e3da_fbk) 's Twitter Profile Photo

πŸš€ Thrilled !! Our paper "Linear Transformers beat YOLO for Embedded Object Detection" has been accepted to PeRConAI 2025! πŸŽ‰ We bring ViT-level performance to tiny devices with faster, smaller models. Stay tuned!πŸ‘‚#tinyML #embeddedAI Alberto Ancilotto Edoardo Castagnini Elisabetta Farella