| VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models | May 28, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction | Nov 30, 2024 | Bayesian OptimizationToken Reduction | —Unverified | 0 |
| Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration | Nov 26, 2024 | Token Reduction | —Unverified | 0 |
| PAR: Prompt-Aware Token Reduction Method for Efficient Large Multimodal Models | Oct 9, 2024 | Question AnsweringRetrieval | —Unverified | 0 |
| Selective Structured State-Spaces for Long-Form Video Understanding | Mar 25, 2023 | Contrastive LearningForm | —Unverified | 0 |
| Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study | Mar 9, 2025 | QuantizationToken Reduction | —Unverified | 0 |
| STAR: Stage-Wise Attention-Guided Token Reduction for Efficient Large Vision-Language Models Inference | May 18, 2025 | Token Reduction | —Unverified | 0 |
| Not All Tokens Are What You Need In Thinking | May 23, 2025 | AllToken Reduction | CodeCode Available | 0 |
| Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers | Dec 13, 2024 | Token Reduction | CodeCode Available | 0 |
| Faster Parameter-Efficient Tuning with Token Redundancy Reduction | Mar 26, 2025 | Token Reduction | CodeCode Available | 0 |
