Copertina

Vision-Enhanced Large Language Models for High-Resolution Image Synthesis and Multimodal Data Interpretation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	KV, Karthikeya
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Physically Aware 360$^\circ$ View Generation from a Single Image using Disentangled Scene Embeddings
di: KV, Karthikeya, et al.
Pubblicazione: (2025)

AGSP-DSA: An Adaptive Graph Signal Processing Framework for Robust Multimodal Fusion with Dynamic Semantic Alignment
di: Karthikeya, KV, et al.
Pubblicazione: (2026)

The Impact of Image Resolution on Biomedical Multimodal Large Language Models
di: Chen, Liangyu, et al.
Pubblicazione: (2025)

Multimodal Interpretation of Remote Sensing Images: Dynamic Resolution Input Strategy and Multi-scale Vision-Language Alignment Mechanism
di: Zhang, Siyu, et al.
Pubblicazione: (2025)

Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models
di: Zhang, Guosheng, et al.
Pubblicazione: (2025)

LVLM-Interpret: An Interpretability Tool for Large Vision-Language Models
di: Stan, Gabriela Ben Melech, et al.
Pubblicazione: (2024)

LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation
di: Li, Zhenshi, et al.
Pubblicazione: (2024)

Ultra-High-Resolution Image Synthesis: Data, Method and Evaluation
di: Zhang, Jinjin, et al.
Pubblicazione: (2025)

Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models
di: Wang, Wenbin, et al.
Pubblicazione: (2024)

Towards Mitigating Hallucinations in Large Vision-Language Models by Refining Textual Embeddings
di: Agrawal, Aakriti, et al.
Pubblicazione: (2025)

Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data
di: Li, Haoxin, et al.
Pubblicazione: (2025)

HERO: Rethinking Visual Token Early Dropping in High-Resolution Large Vision-Language Models
di: Li, Xu, et al.
Pubblicazione: (2025)

Multi-Modal Interpretability for Enhanced Localization in Vision-Language Models
di: Imran, Muhammad, et al.
Pubblicazione: (2025)

Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model
di: Yang, Jiajie
Pubblicazione: (2024)

FlexAttention for Efficient High-Resolution Vision-Language Models
di: Li, Junyan, et al.
Pubblicazione: (2024)

Enhancing Single-Image Facial Demorphing using Multimodal Large Language Models
di: Shukla, Nitish, et al.
Pubblicazione: (2026)

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models
di: Liu, Xuyang, et al.
Pubblicazione: (2025)

HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models
di: Huang, Runhui, et al.
Pubblicazione: (2024)

Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
di: Wang, Lehan, et al.
Pubblicazione: (2024)

Multimodal Large Language Models as Image Classifiers
di: Kisel, Nikita, et al.
Pubblicazione: (2026)

Enhancing Large Vision Language Models with Self-Training on Image Comprehension
di: Deng, Yihe, et al.
Pubblicazione: (2024)

MAgSeg: Segmentation of Agricultural Landscapes in High-Resolution Satellite Imagery using Multimodal Large Language Models
di: Tiwary, Piyush, et al.
Pubblicazione: (2026)

Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models
di: Zhang, Yi-Fan, et al.
Pubblicazione: (2024)

LDGen: Enhancing Text-to-Image Synthesis via Large Language Model-Driven Language Representation
di: Li, Pengzhi, et al.
Pubblicazione: (2025)

Vision-Centric Activation and Coordination for Multimodal Large Language Models
di: Wang, Yunnan, et al.
Pubblicazione: (2025)

TransMed: Large Language Models Enhance Vision Transformer for Biomedical Image Classification
di: Zheng, Kaipeng, et al.
Pubblicazione: (2023)

Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models
di: Luo, Gen, et al.
Pubblicazione: (2024)

Multimodal Large Language Models for Image, Text, and Speech Data Augmentation: A Survey
di: Sapkota, Ranjan, et al.
Pubblicazione: (2025)

Infinity: Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
di: Han, Jian, et al.
Pubblicazione: (2024)

Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models
di: Jiao, Qirui, et al.
Pubblicazione: (2024)

Large Language Models for Multimodal Deformable Image Registration
di: Ma, Mingrui, et al.
Pubblicazione: (2024)

Safety of Multimodal Large Language Models on Images and Texts
di: Liu, Xin, et al.
Pubblicazione: (2024)

Pyramid Token Pruning for High-Resolution Large Vision-Language Models via Region, Token, and Instruction-Guided Importance
di: Liang, Yuxuan, et al.
Pubblicazione: (2025)

LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models
di: Qin, Zhenyue, et al.
Pubblicazione: (2024)

Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters
di: Wang, Weizhi, et al.
Pubblicazione: (2024)

Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models
di: Zhu, Hongyi, et al.
Pubblicazione: (2024)

Spatial Gram Alignment for Ultra-High-Resolution Image Synthesis
di: Zhang, Jinjin, et al.
Pubblicazione: (2026)

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
di: Esser, Patrick, et al.
Pubblicazione: (2024)

Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal Models
di: Zhan, Yufei, et al.
Pubblicazione: (2024)

Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models
di: Zhang, Jinjin, et al.
Pubblicazione: (2025)