iiinova — where your digital self keeps evolving

Roy @roymiles.bsky.social · 09/12/2024

Hey! I will be at NeurIPS @neuripsconf.bsky.social this week (friday 13th) presenting our paper VeLoRA. tldr; simple method for compressing gradients with a coarse reconstruction during the backwards pass. Significant memory reductions while being complimentary to LoRA! github.com/roymiles/VeL...

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Cool! I have added you

Of course! I have added you now

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Cool! I have added you.

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Haha I wasn't really thinking about it like that. In either case I have added you to this one too.

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Added you in 😁

Hey, I have added you! oops yea I did see that one. Perhaps this one can be a bit more broader with other modalities.

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Added both of you!

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Cool, added!

Hey! Yea yours probably overlaps a lot 😅 I have added you and will add some others from there too.

Sweet, I have added you!

Benedikt Kolbeinsson @handle.invalid · 27/11/2024

I made a starter pack for people working or interested in multi-modality learning. It would be good to add lots more people so do comment and I'll add! go.bsky.app/97fAH2N

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Reposted by Roy

Our BMVC poster is today! Knowledge distillation can work in cross-task settings and even with a randomly initialised teacher! Our inverted projection decomposes into knowledge transfer and spectral regularisation, enabling teacher-free distillation with improvements on ImageNet-1K at no extra cost

arxiv.org

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Roy @roymiles.bsky.social · 23/11/2024

Hey, this is great and relevant for me. Would love to join if there is still space!

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Roy @roymiles.bsky.social · 22/11/2024

This is really great thanks! Could I be added to the AI starter pack too 😅?

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Roy @roymiles.bsky.social · 22/11/2024

Would be great to be added too!

Roy @roymiles.bsky.social · 22/11/2024

Some related work worth checking out if you find this cool. mbaradad.github.io/shaders21k/ - learning good visual features from procedurally generated images. arxiv.org/abs/2403.14494 - distillation from randomly weighted teachers.

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Roy @roymiles.bsky.social · 21/11/2024

Sounds great! Would love to join if there is space.

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Roy @roymiles.bsky.social · 21/11/2024

p.s. please add me to any starter packs! 😁

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Roy @roymiles.bsky.social · 21/11/2024

Hi Bluesky! I'm currently working on multi-modality learning and efficient ML (mobile devices). Hoping to regularly post about any interesting topics I find cool (ai, maths, physics). Looking forward to seeing how this platforms grows and meeting you all!

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Roy @roymiles.bsky.social · 20/11/2024

Hi Kostas! Could you add me as well? :D