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UDPM: Upsampling Diffusion Probabilistic Models arxiv.org/abs/2305.16269…

I like the idea behind "Upsampling Diffusion Probabilistic Models" (arxiv.org/pdf/2305.16269…). Instead using a fixed sized noised sample, use a smaller sized sample for noiser timesteps

UDPM: Upsampling Diffusion Probabilistic Models. arxiv.org/abs/2305.16269

New Work! 🐍 What prevents Mamba from extrapolating to sequences that are significantly longer than those it was trained on? Furthermore, can Mamba solve long-range NLP tasks using short-range training only? 🧵🧵🧵

Kye Gomez (swarms) Itamar Zimerman Shady Abu-Hussein Nadav Cohen Amir Globerson liorwolf Raja Giryes 💔 Code is now available: github.com/assafbk/DeciMa…

Excited to announce that our paper on efficient diffusion models has been accepted to NeurIPS! Huge kudos to Shady Abu-Hussein for the incredible work. Developing carefully the math and implementing it to achieve strong results took a lot of effort, and it great to see it pay off!

DeciMamba, the first context extension method for Mamba, is accepted to #ICLR2025! 🎉 New revision with more long-context results: arxiv.org/abs/2406.14528 github.com/assafbk/DeciMa… Special thanks to Itamar Zimerman Shady Abu-Hussein Nadav Cohen Amir Globerson liorwolf Raja Giryes 💔 !