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cs.LG2025
LagKV: Lag-Relative Information of the KV Cache Tells Which Tokens Are Important
Manlai Liang, JiaMing Zhang, Xiong Li +1
The increasing size of the Key-Value (KV) cache during the Large Language Models long-context inference is the main obstacle for its balance between the deployment cost and task ac…
cs.LG2024
AnyAttack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models
Jiaming Zhang, Junhong Ye, Xingjun Ma +5
Due to their multimodal capabilities, Vision-Language Models (VLMs) have found numerous impactful applications in real-world scenarios. However, recent studies have revealed that V…