作者位次 #2/3ICLR 2026Poster· General Machine Learning / Transfer, Multitask and Meta-learning
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
Akash Gupta · Amos Storkey · Mirella Lapata
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Akash Gupta · Amos Storkey · Mirella Lapata
Weipu Zhang · Adam Jelley · Trevor McInroe · Amos Storkey · Gang Wang
Hongru WANG · Rui Wang · Jushi Kai · Boyang XUE · Yongqi Li · Shijue Huang · Xiaoteng Ma · Jeff Z. Pan · Amos Storkey
Long-horizon agents operate over extended sequences of reasoning and actions, but this inevitably accumulates context noise, resulting in excessive computational cost and information overload. Existing approaches commonly rely on fixed, rule-based summarization strategies (e.g., summarizing every...