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Wenzhao Liu

2 accepted papers

2025

DreamHA: Towards High-Quality Human Animation with Image-to-Video Diffusion Models

ICASSP 2025accepted

Recent diffusion models have made significant advancements in generating lifelike videos from driving signals, including a reference character and a skeleton sequence. Nevertheless, these models often struggle with maintaining fidelity, as the generated results frequently deviate in character featur…

Cited by 0SourceScholar
2025

Purity Law for Neural Routing Problem Solvers with Enhanced Generalizability

NeurIPS 2025poster

Achieving generalization in neural approaches across different scales and distributions remains a significant challenge for routing problems. A key obstacle is that neural networks often fail to learn robust principles for identifying universal patterns and deriving optimal solutions from diverse in…

Cited by 0SourceScholar