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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 0Source ↗Scholar ↗
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 0Source ↗Scholar ↗