conftrace_

visual token pruning

32 papers

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Co-occurring keywords · papers mentioning both

vision-language model (14) multimodal large language model (9) multimodal learning (6) model compression (6) large language model (5) inference acceleration (5) video understanding (5) efficient computing (4) token reduction (3) large vision-language model (3)

Papers

Feather the Throttle: Revisiting Visual Token Pruning for Vision-Language Model Acceleration ICCV 2025 Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025 Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model CVPR 2025 Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning ACL 2025 PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025 ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming AAAI 2025 What Kind of Visual Tokens Do We Need? Training-Free Visual Token Pruning for Multi-Modal Large Language Models from the Perspective of Graph AAAI 2025