SupCLAP: Controlling Optimization Trajectory Drift in Audio-Text Contrastive Learning with Support Vector Regularization - Luo, Jiehui; Yin, Yuguo; Xie, Yuxin; Ru, Jinghan; Zhuang, Xianwei; He, Minghua; Liu, Aofan; Xiong, Zihan; Yang, Dongchao (International Conference on Learning Representations, 2026)