Imagine Before Concentration: Diffusion-Guided Registers Enhance Partially Relevant Video Retrieval. - Jun Li 131; Xuhang Lou; Jinpeng Wang 002; Yuting Wang; Yaowei Wang 001; Shu-Tao Xia; Bin Chen 011 (CoRR, 2026)

Revisiting Uncertainty: On Evidential Learning for Partially Relevant Video Retrieval. - Jun Li 131; Peifeng Lai; Xuhang Lou; Jinpeng Wang 002; Yuting Wang; Ke Chen 004; Yaowei Wang 001; Shu-Tao Xia (CoRR, 2026)