Cognitive behavioral therapy (CBT) is an evidence-based first-line treatment for depression, yet its scale is constrained by the time clinicians spend on pre-session preparation, post-session documentation, and longitudinal cognitive-pathology tracking. We present a clinician-facing AI decision-support system that comb...
Deng-Du Jiang, Shuo Zhang, Wei-Wei Liao et al.· 0 citations
This work introduces AdaTex4D, an adaptive texture-capacity module for deformation-based 4D Gaussian Splatting, and shows that dynamic, anisotropic texture allocation provides a more efficient way to distribute local appearance capacity in 4D Gaussian representations.
Deng-Du Jiang, Pei-Qiang Wang, Ke-Hong Yuan et al.· 0 citations
Findings establish recoverability as an outcome-grounded decision variable for selective supervision in OPD and show that retaining teacher-correctable prefixes provides the largest individual contribution.
Deng-Du Jiang, Zhengyang Zhang, Ke-Hong Yuan et al.· 0 citations
Vision-language systems combine images with retrieved text, but these sources can disagree or jointly fail to support an answer. Reliable models must identify the trustworthy source and abstain when neither is adequate. Existing post-training objectives score instances independently and therefore do not enforce coheren...
Dengdu Jiang, Zhengyang Zhang, Kehong Yuan et al.· 0 citations
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