activity
20242026
most citedTraining-Free, Identity-Preserving Image Editing for Fashion Pose Alignment and Normalization

3 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

The Representational Limit of Scalar Interactions: An Interventional Decomposition

Potito Aghilar, Sabino Roccotelli, Stanislao Fidanza +3

Signed pairwise interaction scores fundamentally conflate uniqueness (U), redundancy (R), and synergy (S). We prove this on a minimal 3-way XOR structural causal model: faithful in…