LAION

Timeline

1. Oct 15, 2026 · Research paper · 1 source
   FocusOPD: Structure-Guided On-Policy Distillation for Diffusion Models
   Multi-teacher on-policy distillation enables rectified-flow models with diffusion-transformer architectures to combine task-specific capabilities within a single student.
2. Oct 10, 2026 · Research paper · 1 source
   PixARG: Pixel-Asynchronous Retrieval-Augmented Diffusion for Fast and Realistic Image Generation
   To address these, we propose PixARG, a novel retrieval-augmented generative framework that integrates dynamic real-world image retrieval into the diffusion pipeline to simultaneously enhance efficiency and visual realism.

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