Excited to share that our paper on sprite-based image decomposition is accepted at TMLR! 🎉 Sprite-based models are highly interpretable but struggle to scale to complex, multi-object images. 
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Happy to share that our work “Text Region Detection in Historical Astronomical Diagrams” is accepted to #ICDAR2026! 🎉 An open-access dataset of 948 historical astronomical diagrams spanning 10 centuries and 7 linguistic traditions to tackle text detection in complex and diverse settings. 🌌 1/4

🚨 arxiv.org/abs/2604.06129 PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer This paper is the result of doing a lab-wide hackathon on an idea I've had for some time. Probably the paper with the highest number of authors I've ever done. It's a CVPR Findings 26. Thread 🧵👇

PoM: A Linear-Time Replacement for Attention with the Polynomial Mixer

This paper introduces the Polynomial Mixer (PoM), a novel token mixing mechanism with linear complexity that serves as a drop-in replacement for self-attention. PoM aggregates input tokens into a comp...

arxiv.org