Abstract: This paper presents a multi-agent reinforcement learning (MARL) approach for controlling adjustable metallic reflector arrays to enhance wireless signal reception in non-line-of-sight (NLOS) ...
Quantization plays a crucial role in deploying Large Language Models (LLMs) in resource-constrained environments. However, the presence of outlier features significantly hinders low-bit quantization.
Abstract: Multi-bit quantization allows Delta-Sigma modulators to achieve low oversampling ratios (OSRs), improved jitter tolerance, and relaxed dynamic requirements of the loop filter, but face ...
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