2 citations · 6 across the 9 of their papers we have counts for
4 papers · 1 filter
cryoSENSE: Compressive Sensing Enables High-throughput Microscopy with Sparse and Generative Priors on the Protein Cryo-EM Image Manifold
Zain Shabeeb, Daniel Saeedi, Darin Tsui +2
Cryo-electron microscopy (cryo-EM) enables the atomic-resolution visualization of biomolecules; however, modern direct detectors generate data volumes that far exceed the available…
SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding
Thomas Walton, Darin Tsui, Aryan Musharaf +1
Autoregressive models have transformed protein engineering by enabling the generation of novel protein sequences beyond those found in nature. However, their sequential inference i…
Sparse Autoencoders for Low- Protein Function Prediction and Design
Darin Tsui, Kunal Talreja, Amirali Aghazadeh
Predicting protein function from amino acid sequence remains a central challenge in data-scarce (low-) regimes, limiting machine learning-guided protein design when only small a…
Efficient Algorithm for Sparse Fourier Transform of Generalized -ary Functions
Darin Tsui, Kunal Talreja, Amirali Aghazadeh
Computing the Fourier transform of a -ary function , which maps -ary sequences to real numbers, is an important problem in mathemati…