visual token

LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025 Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model CVPR 2025 LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025 Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models ICML 2025 LV-XAttn: Distributed Cross-Attention for Long Visual Inputs in Multimodal Large Language Models ICML 2025 MAMS: Model-Agnostic Module Selection Framework for Video Captioning AAAI 2025 Matryoshka Multimodal Models ICLR 2025 METEOR: Multi-Encoder Collaborative Token Pruning for Efficient Vision Language Models ICCV 2025 Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid ICLR 2025 Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025 MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequences ICLR 2025 Principles of Visual Tokens for Efficient Video Understanding ICCV 2025 Raptor: Scalable Train-Free Embeddings for 3D Medical Volumes Leveraging Pretrained 2D Foundation Models ICML 2025 Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information AAAI 2025 RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025 ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers ICCV 2025 SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference ICML 2025 SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025 Towards Interpreting Visual Information Processing in Vision-Language Models ICLR 2025 Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025 Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025 Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models EMNLP 2025 VideoOrion: Tokenizing Object Dynamics in Videos ICCV 2025 VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation ICLR 2025 Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NeurIPS 2024