Image de couverture de livre

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Huang, Wenxuan, Zhai, Zijie, Shen, Yunhang, Cao, Shaosheng, Zhao, Fei, Xu, Xiangfeng, Ye, Zheyu, Hu, Yao, Lin, Shaohui
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
par: Huang, Wenxuan, et autres
Publié: (2025)

LLaVA-RadZ: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition?
par: Li, Bangyan, et autres
Publié: (2025)

Spec-LLaVA: Accelerating Vision-Language Models with Dynamic Tree-Based Speculative Decoding
par: Huo, Mingxiao, et autres
Publié: (2025)

LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
par: Zhang, Shaolei, et autres
Publié: (2025)

LLaVA-Critic: Learning to Evaluate Multimodal Models
par: Xiong, Tianyi, et autres
Publié: (2024)

AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity
par: Lan, Zhibin, et autres
Publié: (2024)

LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models
par: Shang, Yuzhang, et autres
Publié: (2024)

TG-LLaVA: Text Guided LLaVA via Learnable Latent Embeddings
par: Yan, Dawei, et autres
Publié: (2024)

ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models
par: Ye, Xubing, et autres
Publié: (2024)

Cosmos-LLaVA: Chatting with the Visual Cosmos-LLaVA: Görselle Sohbet Etmek
par: Zeer, Ahmed, et autres
Publié: (2024)

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image
par: Liang, Yuci, et autres
Publié: (2024)

X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment
par: Shin, Dongjae, et autres
Publié: (2024)

SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant
par: Sun, Guohao, et autres
Publié: (2024)

Continual LLaVA: Continual Instruction Tuning in Large Vision-Language Models
par: Cao, Meng, et autres
Publié: (2024)

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
par: Lin, Bin, et autres
Publié: (2024)

LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
par: Zheng, Pengcheng, et autres
Publié: (2026)

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier
par: Chay-intr, T., et autres
Publié: (2025)

Amharic LLaMA and LLaVA: Multimodal LLMs for Low Resource Languages
par: Andersland, Michael
Publié: (2024)

LLaVA-LE: Large Language-and-Vision Assistant for Lunar Exploration
par: Inal, Gokce, et autres
Publié: (2026)

HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model
par: Guo, Haiyang, et autres
Publié: (2025)

Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
par: Shi, Wenhao, et autres
Publié: (2024)

LLaVA-OneVision: Easy Visual Task Transfer
par: Li, Bo, et autres
Publié: (2024)

LLaVA-Ultra: Large Chinese Language and Vision Assistant for Ultrasound
par: Guo, Xuechen, et autres
Publié: (2024)

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation
par: Shu, Fangxun, et autres
Publié: (2024)

Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models
par: Zhang, Yi-Fan, et autres
Publié: (2024)

LLaVA-KD: A Framework of Distilling Multimodal Large Language Models
par: Cai, Yuxuan, et autres
Publié: (2024)

LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval
par: Lu, Weiheng, et autres
Publié: (2024)

Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs
par: Caffagni, Davide, et autres
Publié: (2024)

MC-LLaVA: Multi-Concept Personalized Vision-Language Model
par: An, Ruichuan, et autres
Publié: (2025)

MC-LLaVA: Multi-Concept Personalized Vision-Language Model
par: An, Ruichuan, et autres
Publié: (2024)

LLaVA-VSD: Large Language-and-Vision Assistant for Visual Spatial Description
par: Jin, Yizhang, et autres
Publié: (2024)

Delta-LLaVA: Base-then-Specialize Alignment for Token-Efficient Vision-Language Models
par: Zamini, Mohamad, et autres
Publié: (2025)

Why do LLaVA Vision-Language Models Reply to Images in English?
par: Hinck, Musashi, et autres
Publié: (2024)

Agri-LLaVA: Knowledge-Infused Large Multimodal Assistant on Agricultural Pests and Diseases
par: Wang, Liqiong, et autres
Publié: (2024)

LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training
par: An, Xiang, et autres
Publié: (2025)

LLaVA-c: Continual Improved Visual Instruction Tuning
par: Liu, Wenzhuo, et autres
Publié: (2025)

LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models
par: Zhao, Hengyuan, et autres
Publié: (2025)

ViP-LLaVA: Making Large Multimodal Models Understand Arbitrary Visual Prompts
par: Cai, Mu, et autres
Publié: (2023)

LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation
par: Wei, Jingxuan, et autres
Publié: (2025)

DF-LLaVA: Unlocking MLLMs for Synthetic Image Detection via Knowledge Injection and Conflict-Driven Self-Reflection
par: Shen, Zhuokang, et autres
Publié: (2025)