2 papers
cs.CV2026
S2DiT: Sandwich Diffusion Transformer for Mobile Streaming Video Generation
Lin Zhao, Yushu Wu, Aleksei Lebedev +11
Diffusion Transformers (DiTs) have recently improved video generation quality. However, their heavy computational cost makes real-time or on-device generation infeasible. In this w…
cs.CV2025
LayerComposer: Multi-Human Personalized Generation via Layered Canvas
Guocheng Gordon Qian, Ruihang Zhang, Tsai-Shien Chen +10
Despite their impressive visual fidelity, existing personalized image generators lack interactive control over spatial composition and scale poorly to multiple humans. To address t…