Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Xuyang, Wang, Ziming, Chen, Junjie, Han, Yuhang, Wang, Yingyao, Yuan, Jiale, Song, Jun, Huang, Siteng, Chen, Honggang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
by: Liu, Xuyang, et al.
Published: (2025)
by: Liu, Xuyang, et al.
Published: (2025)
Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
by: Han, Yuhang, et al.
Published: (2024)
by: Han, Yuhang, et al.
Published: (2024)
Variation-aware Vision Token Dropping for Faster Large Vision-Language Models
by: Chen, Junjie, et al.
Published: (2025)
by: Chen, Junjie, et al.
Published: (2025)
VGDiffZero: Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders
by: Liu, Xuyang, et al.
Published: (2023)
by: Liu, Xuyang, et al.
Published: (2023)
CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games
by: Chen, Peng, et al.
Published: (2025)
by: Chen, Peng, et al.
Published: (2025)
An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models
by: Chen, Liang, et al.
Published: (2024)
by: Chen, Liang, et al.
Published: (2024)
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules
by: Xiao, Chaojun, et al.
Published: (2023)
by: Xiao, Chaojun, et al.
Published: (2023)
Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving
by: Xiong, Minhao, et al.
Published: (2025)
by: Xiong, Minhao, et al.
Published: (2025)
Score-Based Turbo Message Passing for Plug-and-Play Compressive Imaging
by: Cai, Chang, et al.
Published: (2025)
by: Cai, Chang, et al.
Published: (2025)
Score-Based Turbo Message Passing for Plug-and-Play Compressive Image Recovery
by: Cai, Chang, et al.
Published: (2025)
by: Cai, Chang, et al.
Published: (2025)
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models
by: Li, Jinyi, et al.
Published: (2024)
by: Li, Jinyi, et al.
Published: (2024)
Accelerating Cross‐Scenario Metasurface Adaptability with Plug‐and‐Play Kernel
by: Nanxuan Wu, et al.
Published: (2025)
by: Nanxuan Wu, et al.
Published: (2025)
STaR-KV: Spatio-Temporal Adaptive Re-weighting for KV Cache Compression in GUI Vision-Language Models
by: Han, Yuhang, et al.
Published: (2026)
by: Han, Yuhang, et al.
Published: (2026)
Turbo: Informativity-Driven Acceleration Plug-In for Vision-Language Large Models
by: Ju, Chen, et al.
Published: (2024)
by: Ju, Chen, et al.
Published: (2024)
DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding
by: Liu, Ting, et al.
Published: (2024)
by: Liu, Ting, et al.
Published: (2024)
Plug-and-Play DISep: Separating Dense Instances for Scene-to-Pixel Weakly-Supervised Change Detection in High-Resolution Remote Sensing Images
by: Zhao, Zhenghui, et al.
Published: (2025)
by: Zhao, Zhenghui, et al.
Published: (2025)
FasterVAR: Plug-and-Play Acceleration for Visual Autoregressive Models
by: Li, Senmao, et al.
Published: (2025)
by: Li, Senmao, et al.
Published: (2025)
STAC: Plug-and-Play Spatio-Temporal Aware Cache Compression for Streaming 3D Reconstruction
by: Wang, Runze, et al.
Published: (2026)
by: Wang, Runze, et al.
Published: (2026)
Plug-and-Play Versatile Compressed Video Enhancement
by: Zeng, Huimin, et al.
Published: (2025)
by: Zeng, Huimin, et al.
Published: (2025)
Perception- and Fidelity-aware Reduced-Reference Super-Resolution Image Quality Assessment
by: Lin, Xinying, et al.
Published: (2024)
by: Lin, Xinying, et al.
Published: (2024)
Accelerating Diffusion Transformers with Token-wise Feature Caching
by: Zou, Chang, et al.
Published: (2024)
by: Zou, Chang, et al.
Published: (2024)
"See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models
by: Gu, Jihao, et al.
Published: (2025)
by: Gu, Jihao, et al.
Published: (2025)
Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference
by: Liu, Ting, et al.
Published: (2024)
by: Liu, Ting, et al.
Published: (2024)
ARM: A Learnable, Plug-and-Play Module for CLIP-based Open-vocabulary Semantic Segmentation
by: Liu, Ziquan, et al.
Published: (2025)
by: Liu, Ziquan, et al.
Published: (2025)
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator
by: Yan, Hanshu, et al.
Published: (2024)
by: Yan, Hanshu, et al.
Published: (2024)
Plug-and-Play Homeostatic Spark: Zero-Cost Acceleration for SNN Training Across Paradigms
by: Chen, Rui, et al.
Published: (2025)
by: Chen, Rui, et al.
Published: (2025)
M2IST: Multi-Modal Interactive Side-Tuning for Efficient Referring Expression Comprehension
by: Liu, Xuyang, et al.
Published: (2024)
by: Liu, Xuyang, et al.
Published: (2024)
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
by: Zhang, Jintao, et al.
Published: (2024)
by: Zhang, Jintao, et al.
Published: (2024)
Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
by: Wang, Yiyu, et al.
Published: (2025)
by: Wang, Yiyu, et al.
Published: (2025)
Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
by: Cao, Jiaqi, et al.
Published: (2025)
by: Cao, Jiaqi, et al.
Published: (2025)
SpeedUpNet: A Plug-and-Play Adapter Network for Accelerating Text-to-Image Diffusion Models
by: Chai, Weilong, et al.
Published: (2023)
by: Chai, Weilong, et al.
Published: (2023)
LogLite: Lightweight Plug-and-Play Streaming Log Compression
by: Tang, Benzhao, et al.
Published: (2025)
by: Tang, Benzhao, et al.
Published: (2025)
Glycolysis Plays a Critical and Dual Role in Periodontitis
by: Hongyu Ming, et al.
Published: (2025)
by: Hongyu Ming, et al.
Published: (2025)
Harnessing the Plug-and-Play Controller by Prompting
by: Wang, Hao, et al.
Published: (2024)
by: Wang, Hao, et al.
Published: (2024)
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
by: Yu, Hanxun, et al.
Published: (2026)
by: Yu, Hanxun, et al.
Published: (2026)
Fancy123: One Image to High-Quality 3D Mesh Generation via Plug-and-Play Deformation
by: Yu, Qiao, et al.
Published: (2024)
by: Yu, Qiao, et al.
Published: (2024)
SoulX-Duplug: Plug-and-Play Streaming State Prediction Module for Realtime Full-Duplex Speech Conversation
by: Yan, Ruiqi, et al.
Published: (2026)
by: Yan, Ruiqi, et al.
Published: (2026)
Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models
by: Chen, Jiaxing, et al.
Published: (2024)
by: Chen, Jiaxing, et al.
Published: (2024)
Speedup Patch: Learning a Plug-and-Play Policy to Accelerate Embodied Manipulation
by: Wu, Zhichao, et al.
Published: (2026)
by: Wu, Zhichao, et al.
Published: (2026)
A High-Throughput Hardware Accelerator for Lempel-Ziv 4 Compression Algorithm
by: Chen, Tao, et al.
Published: (2024)
by: Chen, Tao, et al.
Published: (2024)
Similar Items
-
Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models
by: Liu, Xuyang, et al.
Published: (2025) -
Filter, Correlate, Compress: Training-Free Token Reduction for MLLM Acceleration
by: Han, Yuhang, et al.
Published: (2024) -
Variation-aware Vision Token Dropping for Faster Large Vision-Language Models
by: Chen, Junjie, et al.
Published: (2025) -
VGDiffZero: Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders
by: Liu, Xuyang, et al.
Published: (2023) -
CombatVLA: An Efficient Vision-Language-Action Model for Combat Tasks in 3D Action Role-Playing Games
by: Chen, Peng, et al.
Published: (2025)