Deep Portrait Quality Assessment. A NTIRE 2024 Challenge Survey. - Nicolas Chahine; Marcos V. Conde; Daniela Carfora; Gabriel Pacianotto; Benoit Pochon; Sira Ferradans; Radu Timofte; Zhichao Duan 002; Xinrui Xu; Yipo Huang; Quan Yuan; Xiangfei Sheng; et al. (CVPR Workshops, 2024)

SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning. - Zewen Chen; Juan Wang 012; Wen Wang 022; Sunhan Xu; Hang Xiong; Yun Zeng; Jian Guo; Shuxun Wang; Chunfeng Yuan; Bing Li 001; Weiming Hu (CoRR, 2024)

MATS: An Audio Language Model under Text-only Supervision. - Wen Wang 022; Ruibing Hou; Hong Chang 001; Shiguang Shan; Xilin Chen 001 (CoRR, 2025)