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cs.CV2026
NegT2IBench: When Negation Changes the Picture. A Polarity Benchmark for Text-to-Image Models
Omar Elfatairy, Maria A. Bravo, Jessica Bader +1
Text-to-image (T2I) models are judged by benchmarks that measure whether requested content appears, but these benchmarks largely overlook the complementary ability to satisfy negat…
cs.LG2026
The Latent Color Subspace: Emergent Order in High-Dimensional Chaos
Mateusz Pach, Jessica Bader, Quentin Bouniot +2
Text-to-image generation models have advanced rapidly, yet achieving fine-grained control over generated images remains difficult, largely due to limited understanding of how seman…