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Phillip Lippe

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PhD candidate at @UvA_Amsterdam (@quvalab), working on causal representation learning | ML @GoogleDevExpert for JAX+Flax | Intern @MSFTResearch

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  • Introduction to JAX+Flax
    by Phillip Lippe
  • Are you interested in learning JAX with Flax? We have translated our popular Deep Learning tutorials on CNNs, GNNs, (Vision) Transformers, and more from PyTorch to JAX+Flax, with considerable speedups for smaller models! Check them out here: uvadlc-n
    by Phillip Lippe
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  • Excited to share the Complex AutoEncoder (CAE): The CAE decomposes images into objects without supervision by taking inspiration from the temporal coding patterns found in biological neurons. Now accepted at TMLR! 📜 arxiv.org/abs/2204.02075 1/9 tw
    by Sindy Löwe
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Phillip Lippe @phillip_lippe · Nov 22, 2022
  • From Twitter

What do you get out if you combine object-centric representation learning and complex-valued activations? Answer: our new work of the Complex AutoEncoder, now published in TLMR! Check out the great thread by @sindy_loewe below for details ⬇️

Tweet Nov 22, 2022
Excited to share the Complex AutoEncoder (CAE): The CAE decomposes images into objects without supervision by taking inspiration from the temporal coding patterns found in biological neurons. Now accepted at TMLR! 📜 arxiv.org/abs/2204.02075 1/9 tw
by Sindy Löwe
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