Faliang Huang — accepted AI-conference papers

2025

DRDM: A Disentangled Representations Diffusion Model for Synthesizing Realistic Person Images

Enbo Huang, Yuan Zhang, Faliang Huang, Guangyu Zhang, Yang Liu

ICASSP 2025accepted

Person image synthesis with controllable body poses and appearances is an essential task owing to the practical needs in the context of virtual try-on, image editing and video production. However, existing methods face significant challenges with details missing, limbs distortion and the garment sty…

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2024

Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning

Weihong Guan, Shi Feng, Daling Wang, Faliang Huang, Yifei Zhang, Yuan Cui

COLING 2024main

Role-oriented dialogue summarization aims at generating summaries for different roles in dialogue, e.g., user and agent. Interaction between different roles is vital for the task. Existing methods could not fully capture interaction patterns between roles when encoding dialogue, thus are prone to ig…

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