作者位次 #3/5ICML 2026Poster· Deep Learning / Foundation Models
DIVA: Harnessing the Representation Divergence in Unified Multimodal Models for Mutual Reinforcement
renjie lu · Xulong Zhang · Xiaoyang Qu · Jianzong Wang · Shangfei Wang
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renjie lu · Xulong Zhang · Xiaoyang Qu · Jianzong Wang · Shangfei Wang
Jiaqi Shi · Xulong Zhang · Yuechan Li · Xiaoyang Qu · Jianzong Wang
High-resolution Multimodal Large Language Models (MLLMs) face prohibitive computational costs during inference due to the explosion of visual tokens. Existing acceleration strategies, such as token pruning or layer sparsity, suffer from severe “backbone dependency”, performing well on Vicuna or M...
Haocheng Lu · Nan Zhang · Wei Tao · Xiaoyang Qu · Guokuan Li · Jiguang Wan · Jianzong Wang