Author

M. Cornia

h-index 34 View on Semantic Scholar

We have 2 of 147 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

SPARK: Input-Conditioned Sparse Activation Modulation for Frozen DiT-based Super-Resolution

SPARK is introduced, a lightweight input-conditioned controller that predicts bounded per-channel affine transformations for only the selected channels, while keeping the SR backbone and VAE frozen.

Federico Putamorsi, Leonardo Zini, M. Cornia et al. · 0 citations

#artificial intelligence Preprint Sep 2026

SVG-Score: Human-Aligned Evaluation of Text-to-SVG Generation

This work introduces a human-aligned evaluation framework for text-to-SVG generation, and develops two complementary evaluators: CLIP scorers adapted to vector graphics and then aligned to human preferences, for fast large-scale evaluation and a VLM judge trained with supervised fine-tuning and reward-shaped reinforcem...

Marco Cipriano, Leonardo Zini, Alexandra Schild et al. · 0 citations