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cs.AI2025
MixGRPO: Unlocking Flow-based GRPO Efficiency with Mixed ODE-SDE
Junzhe Li, Yutao Cui, Tao Huang +8
Although GRPO substantially enhances flow matching models in human preference alignment of image generation, methods such as FlowGRPO and DanceGRPO still exhibit inefficiency due t…
cs.CV2025
DiffuEraser: A Diffusion Model for Video Inpainting
Xiaowen Li, Haolan Xue, Peiran Ren +1
Recent video inpainting algorithms integrate flow-based pixel propagation with transformer-based generation to leverage optical flow for restoring textures and objects using inform…
cs.CV2025
AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation
Junjie He, Yuxiang Tuo, Binghui Chen +3
Recently, large-scale generative models have demonstrated outstanding text-to-image generation capabilities. However, generating high-fidelity personalized images with specific sub…