Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,341 papers · 148 categories

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0111 · Feb 201219922001200920182026
4 results for output-side

iSTFTNet speeds up mel-spectrogram vocoders without sacrificing quality.

problem Efficiently converting mel-spectrograms to speech with minimal computation.
method Replaces convolutional layers with iSTFT after frequency dimension reduction.
result Significant reduction in computational cost with comparable quality.

Bayesian brain computes without noise, using correlated activity.

problem Trial-to-trial variability in brain activity is not noise but probabilistic encoding.
method Analytical study of correlated neural activity and synaptic plasticity.
result Deterministic spiking networks can perform Bayesian inference without noise.