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.

169,291 papers · 148 categories

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2 results for “attribute-guided”

Attribute-Guided Face Generation Using Conditional CycleGANcs.CV

Generates high-resolution faces based on attributes.

problem Creating realistic face images with user-specified attributes.

method Conditional CycleGAN, handling unpaired data and attribute control.

result Produces realistic face images with user-controlled attributes.

face generation attribute-guided CycleGAN conditional model face synthesis

2017-05-28abs ↗pdf ↗

TaylorPODA: A Taylor Expansion-Based Method to Improve Post-Hoc Attributions for Opaque Modelsstat.ML

TaylorPODA uses Taylor expansions to improve feature attributions for opaque models.

problem Lack of systematic framework for quantifying feature contributions in opaque models.

method Taylor expansion framework with postulates (precision, federation, zero-discrepancy, adaptation).

result TaylorPODA achieves competitive results and provides principled explanations.

Taylor expansion feature attribution opaque models post-hoc explanations zero-discrepancy

2025-07-14abs ↗pdf ↗