Research
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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.

168,695 papers · 148 categories

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0.3%0.5%0.8%0.1% · Mar 202619922001200920172026
2 results for “intent-conditioned”
SYNTHONY: A Stress-Aware, Intent-Conditioned Agent for Deep Tabular Generative Models Selectioncs.LG

SYNTHONY selects tabular synthesizers based on stress profiling and user intent.

problem Non-uniform performance of tabular generative models across datasets.
method Stress profiling and intent-conditioned tabular synthesis selection.
result Meta-features predict synthesizer performance, improving selection accuracy.
tabular synthesisstress profilingintent-conditioneddeep generative modelsmeta-feature
2026-03-31abs ↗pdf ↗
Multi-Scale Neural network for EEG Representation Learning in BCIeess.SP

Proposes a deep multi-scale neural network for EEG signal representation learning.

problem Capturing multi-frequency properties in EEG signals for better brain-computer interface.
method A novel deep multi-scale neural network that discovers feature representations in multiple frequency/time ranges and extracts spatial relationships.
result Improved performance in various active/passive BCI datasets compared to state-of-the-art methods.
EEG signal representationmulti-scale neural networkbrain-computer interfacespatio-spectral-temporalmulti-frequency properties
2020-03-02abs ↗pdf ↗