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Junhao Huang

3 accepted papers

2025

SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition

ACL 2025long

Creating lyrics and melodies for the vocal track in a symbolic format, known as song composition, demands expert musical knowledge of melody, an advanced understanding of lyrics, and precise alignment between them. Despite achievements in sub-tasks such as lyric generation, lyric-to-melody, and melo…

2024

Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On

CVPR 2024poster

Image-based virtual try-on is an increasingly important task for online shopping. It aims to synthesize images of a specific person wearing a specified garment. Diffusion model-based approaches have recently become popular as they are excellent at image synthesis tasks. However these approaches usua…

2023

Probability-Based Global Cross-Modal Upsampling for Pansharpening

CVPR 2023poster

Pansharpening is an essential preprocessing step for remote sensing image processing. Although deep learning (DL) approaches performed well on this task, current upsampling methods used in these approaches only utilize the local information of each pixel in the low-resolution multispectral (LRMS) im…