In Aesthetic Guidance (during capture), existing MLLMs primarily offer flattery, fail to identify issues, and cannot provide actionable guidance. In Aesthetic Cropping (after capture), Venus produces ...
[2026.04.01] - We released the MultiAspect-4K-1M dataset and the filtering pipeline. [2026.02.21] - UltraFlux is accepted by CVPR'26. [2025.12.17] — Thanks to the community’s help, we fixed the ...