GM-Skip: Metric-Guided Transformer Block Skipping for Efficient Vision-Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Huang, Lianming, Hu, Haibo, Li, Qiao, He, Xin, Guan, Nan, Xue, Chun Jason |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DeeAD: Dynamic Early Exit of Vision-Language Action for Efficient Autonomous Driving
by: HU, Haibo, et al.
Published: (2025)
by: HU, Haibo, et al.
Published: (2025)
On-Demand Multi-Task Sparsity for Efficient Large-Model Deployment on Edge Devices
by: Huang, Lianming, et al.
Published: (2025)
by: Huang, Lianming, et al.
Published: (2025)
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping
by: Zeng, Weili, et al.
Published: (2025)
by: Zeng, Weili, et al.
Published: (2025)
AD-EE: Early Exiting for Fast and Reliable Vision-Language Models in Autonomous Driving
by: Huang, Lianming, et al.
Published: (2025)
by: Huang, Lianming, et al.
Published: (2025)
Skip-It? Theoretical Conditions for Layer Skipping in Vision-Language Models
by: Hartman, Max, et al.
Published: (2025)
by: Hartman, Max, et al.
Published: (2025)
Skip and Skip: Segmenting Medical Images with Prompts
by: Chen, Jiawei, et al.
Published: (2024)
by: Chen, Jiawei, et al.
Published: (2024)
SkipGS: Post-Densification Backward Skipping for Efficient 3DGS Training
by: Li, Jingxing, et al.
Published: (2026)
by: Li, Jingxing, et al.
Published: (2026)
SkipViT: Speeding Up Vision Transformers with a Token-Level Skip Connection
by: Ataiefard, Foozhan, et al.
Published: (2024)
by: Ataiefard, Foozhan, et al.
Published: (2024)
Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters Themselves
by: Wu, Shihan, et al.
Published: (2024)
by: Wu, Shihan, et al.
Published: (2024)
Memory-Efficient Fine-Tuning Diffusion Transformers via Dynamic Patch Sampling and Block Skipping
by: Park, Sunghyun, et al.
Published: (2026)
by: Park, Sunghyun, et al.
Published: (2026)
SkipVAR: Accelerating Visual Autoregressive Modeling via Adaptive Frequency-Aware Skipping
by: Li, Jiajun, et al.
Published: (2025)
by: Li, Jiajun, et al.
Published: (2025)
Predict to Skip: Linear Multistep Feature Forecasting for Efficient Diffusion Transformers
by: Cui, Hanshuai, et al.
Published: (2026)
by: Cui, Hanshuai, et al.
Published: (2026)
SkipSR: Faster Super Resolution with Token Skipping
by: Choudhury, Rohan, et al.
Published: (2025)
by: Choudhury, Rohan, et al.
Published: (2025)
Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints
by: Chen, Guanjie, et al.
Published: (2024)
by: Chen, Guanjie, et al.
Published: (2024)
On the Vulnerability of Skip Connections to Model Inversion Attacks
by: Koh, Jun Hao, et al.
Published: (2024)
by: Koh, Jun Hao, et al.
Published: (2024)
Always Skip Attention
by: Ji, Yiping, et al.
Published: (2025)
by: Ji, Yiping, et al.
Published: (2025)
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling
by: He, Yong, et al.
Published: (2024)
by: He, Yong, et al.
Published: (2024)
Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling Capacities for Efficient 3D Human Pose Estimation
by: Cui, Mengmeng, et al.
Published: (2024)
by: Cui, Mengmeng, et al.
Published: (2024)
SSI-DM: Singularity Skipping Inversion of Diffusion Models
by: Min, Chen, et al.
Published: (2026)
by: Min, Chen, et al.
Published: (2026)
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors
by: Kaiser, Md Abdullah-Al, et al.
Published: (2024)
by: Kaiser, Md Abdullah-Al, et al.
Published: (2024)
Skipping Computations in Multimodal LLMs
by: Shukor, Mustafa, et al.
Published: (2024)
by: Shukor, Mustafa, et al.
Published: (2024)
Enhancing Feature Fusion of U-like Networks with Dynamic Skip Connections
by: Cao, Yue, et al.
Published: (2025)
by: Cao, Yue, et al.
Published: (2025)
SkipcrossNets: Adaptive Skip-cross Fusion for Road Detection
by: Gong, Yan, et al.
Published: (2023)
by: Gong, Yan, et al.
Published: (2023)
Pretrained Diffusion Models Are Inherently Skipped-Step Samplers
by: Xu, Wenju
Published: (2025)
by: Xu, Wenju
Published: (2025)
Raw Instinct: Trust Your Classifiers and Skip the Conversion
by: Kantas, Christos, et al.
Published: (2024)
by: Kantas, Christos, et al.
Published: (2024)
Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling
by: Hyung, Junha, et al.
Published: (2024)
by: Hyung, Junha, et al.
Published: (2024)
ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection
by: Cheng, Chun-Wun, et al.
Published: (2026)
by: Cheng, Chun-Wun, et al.
Published: (2026)
Skip \n: A Simple Method to Reduce Hallucination in Large Vision-Language Models
by: Han, Zongbo, et al.
Published: (2024)
by: Han, Zongbo, et al.
Published: (2024)
Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities
by: Sun, Chengkun, et al.
Published: (2024)
by: Sun, Chengkun, et al.
Published: (2024)
Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
by: Seo, Hoigi, et al.
Published: (2025)
by: Seo, Hoigi, et al.
Published: (2025)
S$^{2}$-DMs:Skip-Step Diffusion Models
by: Wang, Yixuan, et al.
Published: (2024)
by: Wang, Yixuan, et al.
Published: (2024)
MoDES: Accelerating Mixture-of-Experts Multimodal Large Language Models via Dynamic Expert Skipping
by: Huang, Yushi, et al.
Published: (2025)
by: Huang, Yushi, et al.
Published: (2025)
SkiP: When to Skip and When to Refine for Efficient Robot Manipulation
by: Dai, Mingtong, et al.
Published: (2026)
by: Dai, Mingtong, et al.
Published: (2026)
Rate-Distortion Optimized Skip Coding of Region Adaptive Hierarchical Transform Coefficients for MPEG G-PCC
by: Wang, Zehan, et al.
Published: (2024)
by: Wang, Zehan, et al.
Published: (2024)
TransGUNet: Transformer Meets Graph-based Skip Connection for Medical Image Segmentation
by: Nam, Ju-Hyeon, et al.
Published: (2025)
by: Nam, Ju-Hyeon, et al.
Published: (2025)
Rethinking Skip Connections: Additive U-Net for Robust and Interpretable Denoising
by: Lakkavalli, Vikram R
Published: (2026)
by: Lakkavalli, Vikram R
Published: (2026)
Text-guided 3D Human Motion Generation with Keyframe-based Parallel Skip Transformer
by: Geng, Zichen, et al.
Published: (2024)
by: Geng, Zichen, et al.
Published: (2024)
Skip-and-Play: Depth-Driven Pose-Preserved Image Generation for Any Objects
by: Jo, Kyungmin, et al.
Published: (2024)
by: Jo, Kyungmin, et al.
Published: (2024)
Block-based Symmetric Pruning and Fusion for Efficient Vision Transformers
by: Hsieh, Yi-Kuan, et al.
Published: (2025)
by: Hsieh, Yi-Kuan, et al.
Published: (2025)
SHAP-CAT: A interpretable multi-modal framework enhancing WSI classification via virtual staining and shapley-value-based multimodal fusion
by: Wang, Jun, et al.
Published: (2024)
by: Wang, Jun, et al.
Published: (2024)
Similar Items
-
DeeAD: Dynamic Early Exit of Vision-Language Action for Efficient Autonomous Driving
by: HU, Haibo, et al.
Published: (2025) -
On-Demand Multi-Task Sparsity for Efficient Large-Model Deployment on Edge Devices
by: Huang, Lianming, et al.
Published: (2025) -
Skip-Vision: Efficient and Scalable Acceleration of Vision-Language Models via Adaptive Token Skipping
by: Zeng, Weili, et al.
Published: (2025) -
AD-EE: Early Exiting for Fast and Reliable Vision-Language Models in Autonomous Driving
by: Huang, Lianming, et al.
Published: (2025) -
Skip-It? Theoretical Conditions for Layer Skipping in Vision-Language Models
by: Hartman, Max, et al.
Published: (2025)