1 citations · 1 across the 4 of their papers we have counts for
4 papers
Online-PVLM: Advancing Personalized VLMs with Online Concept Learning
Huiyu Bai, Runze Wang, Zhuoyun Du +6
Personalized Visual Language Models (VLMs) are gaining increasing attention for their formidable ability in user-specific concepts aligned interactions (e.g., identifying a user's…
GEM: Generative Entropy-Guided Preference Modeling for Few-shot Alignment of LLMs
Yiyang Zhao, Huiyu Bai, Xuejiao Zhao
Alignment of large language models (LLMs) with human preferences typically relies on supervised reward models or external judges that demand abundant annotations. However, in field…
GFRIEND: Generative Few-shot Reward Inference through EfficieNt DPO
Yiyang Zhao, Huiyu Bai, Xuejiao Zhao
The ability to train high-performing reward models with few-shot data is critical for enhancing the efficiency and scalability of Reinforcement Learning from Human Feedback (RLHF).…
LM2D: Lyrics- and Music-Driven Dance Synthesis
Wenjie Yin, Xuejiao Zhao, Yi Yu +3
Dance typically involves professional choreography with complex movements that follow a musical rhythm and can also be influenced by lyrical content. The integration of lyrics in a…