11 citations · 16 across the 16 of their papers we have counts for
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cs.LG2024
OWLed: Outlier-weighed Layerwise Pruning for Efficient Autonomous Driving Framework
Jiaxi Li, Lu Yin, Xilu Wang
The integration of Large Language Models (LLMs) into autonomous driving systems offers promising enhancements in environmental understanding and decision-making. However, the subst…
cs.LG2024
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets
Peng Liao, XiLu Wang, Yaochu Jin +1
Deploying models across diverse devices demands tradeoffs among multiple objectives due to different resource constraints. Arguably, due to the small model trap problem in multi-ob…