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.

168,657 papers · 148 categories

Trend · papers per month

count % of corpus

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 synthesis stress profiling intent-conditioned deep generative models meta-feature

2026-03-31abs ↗pdf ↗

Multi-Scale Neural network for EEG Representation Learning in BCIeess.SP

Recent advances in deep learning have had a methodological and practical impact on brain-computer interface research. Among the various deep network architectures, convolutional neural networks have been well suited for spatio-spectral-temporal electroencephalogram signal representation learning. Most of the existing C…

2020-03-02abs ↗pdf ↗