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Keyword

LLaVA

Description: A family of large vision-language models that process images and text for multimodal understanding and generation.
OpenAlex ID: keywords/llava
Improved Baselines with Visual Instruction Tuning
2024 · Haotian Liu, Chunyuan Li, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,721
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Visual Instruction Tuning
2023 · Liu, Haotian, Li, Chunyuan, et al. · arXiv (Cornell University) · 682
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AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models
2024 · Zhaopeng Gu, Bingke Zhu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 310
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Detecting and Preventing Hallucinations in Large Vision Language Models
2024 · Anisha Gunjal, Jihan Yin, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 159
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BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions
2024 · Wenbo Hu, Yifan Xu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 108
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RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery
2024 · Yakoub Bazi, Laila Bashmal, et al. · Remote Sensing · 106
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LVLM-EHub: A Comprehensive Evaluation Benchmark for Large Vision-Language Models
2024 · Peng Xu, Wenqi Shao, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 103
LLM Multimodal Traffic Accident Forecasting
2023 · I. de Zarzà, J. de Curtò, et al. · Sensors · 95
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MoE-LLaVA: Mixture of Experts for Large Vision-Language Models
2026 · Bin Lin, Zhenyu Tang, et al. · IEEE Transactions on Multimedia · 80
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DoRA: Weight-Decomposed Low-Rank Adaptation
2024 · Liu, Shih-Yang, Wang, Chien-Yi, et al. · arXiv (Cornell University) · 74
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Multi-Modal Hallucination Control by Visual Information Grounding
2024 · Alessandro Favero, Luca Zancato, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 73
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Embodied AI-Enhanced Vehicular Networks: An Integrated Vision Language Models and Reinforcement Learning Method
2025 · Ruichen Zhang, Changyuan Zhao, et al. · IEEE Transactions on Mobile Computing · 65
HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
2024 · Qifan Yu, Juncheng Li, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 59
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From concept to manufacturing: evaluating vision-language models for engineering design
2025 · Cyril Picard, Kristen M. Edwards, et al. · Artificial Intelligence Review · 57
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference
2025 · Han Zhao, Min Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 54
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LLaVA-Prumerge: Adaptive Token Reduction for Efficient Large Multimodal Models
2025 · Yuzhang Shang, Mu Cai, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 52
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LlaVA-CoT: Let Vision Language Models Reason Step-By-Step
2025 · Guowei Xu, Peng Jin, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 52
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The Implementation of Multimodal Large Language Models for Hydrological Applications: A Comparative Study of GPT-4 Vision, Gemini, LLaVa, and Multimodal-GPT
2024 · Likith Anoop Kadiyala, Omer Mermer, et al. · Hydrology · 52
Vision-Enabled Large Language and Deep Learning Models for Image-Based Emotion Recognition
2024 · Mohammad Nadeem, Shahab Saquib Sohail, et al. · Cognitive Computation · 39
GalleryGPT: Analyzing Paintings with Large Multimodal Models
2024 · Yi Bin, Wenhao Shi, et al. · ACM International Conference on Multimedia (ACM MM) · 38
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Leveraging the efficiency and transparency of artificial intelligence‐driven visual Chatbot through smart prompt learning concept
2023 · Polat Goktas, Aycan Kucukkaya, et al. · Skin Research and Technology · 35
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LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
2023 · Zhang, Yanzhe, Zhang, Ruiyi, et al. · arXiv (Cornell University) · 34
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FastVLM: Efficient Vision Encoding for Vision Language Models
2025 · Pavan Kumar Anasosalu Vasu, Fartash Faghri, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 33
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LLaVA-UHD: An LMM Perceiving Any Aspect Ratio and High-Resolution Images
2024 · Zonghao Guo, Ruyi Xu, et al. · Lecture notes in computer science · 32
FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
2024 · Liqiang Jing, Ruosen Li, et al. · 31
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Works count: 1,166
Citation count: 5,834
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