vision token

EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens AAAI 2026 Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding ACL 2026 Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs CVPR 2026 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 Free-MoRef: Instantly Multiplexing Context Perception Capabilities of Video-MLLMs within Single Inference ICCV 2025 LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token ICLR 2025 p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay ICCV 2025 Seeing More with Less: Human-like Representations in Vision Models CVPR 2025 Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More EMNLP 2025 Streamline Without Sacrifice - Squeeze out Computation Redundancy in LMM ICML 2025 VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation NeurIPS 2024 Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration ICCV 2023