most citedRethinking the Nested U-Net Approach: Enhancing Biomarker Segmentation with Attention Mechanisms and Multiscale Feature Fusion

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cs.LG2026

Knowing When to Answer: Adaptive Confidence Refinement for Reliable Audio-Visual Question Answering

Dinh Phu Tran, Jihoon Jeong, Saad Wazir +4

We present a formal problem formulation for \textit{Reliable} Audio-Visual Question Answering (-AVQA), where we prefer abstention over answering incorrectly. While rec…