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20222026
most citedSurvey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges

52 citations · 60 across the 15 of their papers we have counts for

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cs.CL2026

EchoDistill: Robust Large Audio Language Models via Noisy-to-Clean Self-Distillation

Liang Lin, Chunxi Luo, Kaiwen Luo +12

Large Audio Language Models (LALMs) remain vulnerable to acoustic noise, which can obscure task-relevant evidence and produce unreliable responses. We propose EchoDistill, a noisy-…