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Open access Oct 2026

Open-domain image editing with FLUX and structural causal modeling

Open-domain image editing requires accurate semantic modification while preserving identity, structure, and non-target visual content. Existing diffusion- and rectified-flow-based editors often remain affected by attribute coupling, spurious correlations, and unintended changes to semantically related regions. This stu...

Jing Yang, Fei Zhou · 0 citations
Preprint Oct 2026

Axiom-0: Hierarchical Self-Refinement for Vision-Language-Action Policies

Axiom-0, a VLA policy that addresses both the quality of its representations and their use in action generation through hierarchical self-refinement, is presented, a VLA model that combines pretrained multimodal understanding with learned control on unfamiliar task compositions.

Ren-Bin Shu, Jing Yang, Xiang-Yuan You et al. · 0 citations

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