5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.CV2025★ 5 cited
CAMs as Shapley Value-based Explainers
Huaiguang Cai
Class Activation Mapping (CAM) methods are widely used to visualize neural network decisions, yet their underlying mechanisms remain incompletely understood. To enhance the underst…
cs.LG2024
LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models
Guangyan Li, Yongqiang Tang, Wensheng Zhang
Large language models (LLMs) show excellent performance in difficult tasks, but they often require massive memories and computational resources. How to reduce the parameter scale o…