BEST PAPER AWARD

FIRST PLACE
Mask2Hand: Learning to Predict the 3D Hand Pose and Shape from Shadow
Li-Jen Chang, Yu-Cheng Liao and Chia Hui Lin (National Tsing Hua University, Taiwan); Shih-Fang Yang-Mao (Industrial Technology Research Institute, Taiwan); Hwann-Tzong Chen (National Tsing Hua University, Taiwan)

SECOND PLACE
Audio-To-Score Singing Transcription Based on Joint Estimation of Pitches, Onsets, and Metrical Positions with Tatum-Level CTC Loss
Tengyu Deng and Eita Nakamura (Kyoto University, Japan); Kazuyoshi Yoshii (Kyoto University & RIKEN, Japan)

THIRD PLACE
Enhancing Real-Time Semantic Segmentation with Textual Knowledge of Pre-Trained Vision-Language Model: A Lightweight Approach
Chia-Yi Lin (National Taiwan University, Taiwan); Jun-Cheng Chen (Academia Sinica, Taiwan); Ja-Ling Wu (National Taiwan University, Taiwan)

BEST REVIEWER AWARD

1. Su-Ling Le 李素玲 (Chang Jung Christian University, Taiwan)
2. Ming-Sui Lee李明穗 (National Taiwan University, Taiwan)
3. Sanghoon Lee (Yonsei University, Korea)
4. Chih-Hsien Hsia 夏至賢 (National Ilan University, Taiwan)
5. Chien-Cheng Tseng 曾建誠 (National Kaohsiung University of Science and Technology, Taiwan)