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Evidence record 793 · automatically gathered

FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining

Style-content dual-reference generation aims to synthesize an image that preserves the structure and semantics of a content reference while adopting the style of a separate style reference.Despite recent progress, this setting remains challenging because models must balance content fidelity, style alignment, and instruction following avoiding semantic leakage from the style reference.A key bottleneck is the lack of large-scale triplet data with clean content-style separation and broad long-tail

Record details

Published: 18 June 2026
Source: arXiv
Category: Research
Topics: Safety & alignment
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Safety & alignment

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How to cite this record

ethics.ai (18 June 2026), “FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining,” evidence record 793, https://ethics.ai/record/793 (originally published by arXiv).

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