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Heda Zuo

3 accepted papers

2026

IVQ: Structured and Lightweight Vector Quantization via Binary Hierarchical Composition Inspired by $\textit{IChing}$

ICML 2026poster

Vector Quantization (VQ) has been widely used in visual and audio representation due to its effectiveness in compressing high-dimensional signals. However, existing VQ methods often rely on large and unstructured codebooks, which leads to inefficient code utilization and frequent codebook collapse. …

Cited by 0SourceScholar
2025

GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions

AAAI 2025technical

Composing music for video is essential yet challenging, leading to a growing interest in automating music generation for video applications. Existing approaches often struggle to achieve robust music-video correspondence and generative diversity, primarily due to inadequate feature alignment methods…

Cited by 3SourcePDFScholar