Woohyun Cho — accepted AI-conference papers

2025

MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation

Woohyun Cho, Youngmin Kim, Sunghyun Lee, Youngjae Yu

EMNLP 2025

Lyrics translation requires both accurate semantic transfer and preservation of musical rhythm, syllabic structure, and poetic style. In animated musicals, the challenge intensifies due to alignment with visual and auditory cues. We introduce Multilingual Audio-Video Lyrics Benchmark for Animated So

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2025

Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks

Giyeong Oh, Woohyun Cho, Siyeol Kim, Suhwan Choi, Youngjae Yu

NeurIPS 2025poster

Residual connections are pivotal for deep neural networks, enabling greater depth by mitigating vanishing gradients. However, in standard residual updates, the module’s output is directly added to the input stream. This can lead to updates that predominantly reinforce or modulate the existing stream…

Cited by 0 Source ↗code ↗Scholar ↗