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cs.CV2026
Self-Aligned Forcing: Streaming Video Diffusion with Differentiable Noisy History
Weiqiang Wang, Zhuokun Chen, Yusheng Dai +5
Autoregressive video diffusion enables interactive streaming generation, but suffers from error accumulation over long rollouts. Self-rollout training reduces exposure bias, yet fi…
cs.CV2026
HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images
Yichen Liu, Donghao Zhou, Jie Wang +9
Human-product images, which showcase the integration of humans and products, play a vital role in advertising, e-commerce, and digital marketing. The essential challenge of generat…