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cs.LG2026
PG-MAP: Joint MAP Optimization for Inference-Time Alignment of Diffusion and Flow-Matching Models
Ruolan Sun, Pawel Polak
Inference-time alignment of pretrained text-to-image models is typically performed along a single control axis, such as classifier-free guidance, attention editing, or reward-based…
cs.LG2023★ 2 cited
MuseChat: A Conversational Music Recommendation System for Videos
Zhikang Dong, Bin Chen, Xiulong Liu +2
Music recommendation for videos attracts growing interest in multi-modal research. However, existing systems focus primarily on content compatibility, often ignoring the users' pre…