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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.

169,051 papers · 148 categories

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0111 · Nov 201819922001200920172026
3 results for “resynthesis”
On Adversarial Mixup Resynthesisstat.ML

Paper explores combining auto-encoder representations to fool adversarial discriminators.

problem Combining auto-encoder representations to fool adversarial discriminators.
method Mixing function to produce interpolations of hidden states or masked combinations of latent representations.
result Shows that mixing function can produce interpolations consistent with a conditioned class label.
adversarial mixupauto-encodersresynthesissemi-supervised learningadversarial discriminators
2019-03-07abs ↗pdf ↗
Unifying Probabilistic Models for Time-Frequency Analysiseess.SP

In audio signal processing, probabilistic time-frequency models have many benefits over their non-probabilistic counterparts. They adapt to the incoming signal, quantify uncertainty, and measure correlation between the signal's amplitude and phase information, making time domain resynthesis straightforward. However, th…

2018-11-06abs ↗pdf ↗