Author

Pinar Yanardag

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Preprint Oct 2026

HiPhy: Hierarchical Alignment for Physically-Plausible Multi-Principle Video Generation

Video generation models have achieved remarkable visual fidelity and have strong potential to become general-purpose world simulators. Despite this progress, they still fail to generate videos which adhere to laws of physics. The problem becomes even more apparent in realistic settings where multiple physical principle...

Tahira Kazimi, Shubhankar Borse, Munawar Hayat et al. · 0 citations

Preprint Aug 2026

RankT2I: A Submodular Framework for Discovering Interpretable and Diverse Semantics in Text-to-Image Models

RankT2I is presented, a novel, training-free, and model-agnostic framework that automates the discovery of editable semantics in diffusion and FLUX-based models and helps users efficiently identify a wide range of semantics for text-to-image editing models across several domains.

Ritika Allada, Pinar Yanardag · 0 citations