Imagen de Portada

Personalized Visual Instruction Tuning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Pi, Renjie, Zhang, Jianshu, Han, Tianyang, Zhang, Jipeng, Pan, Rui, Zhang, Tong
Formato:	Preprint
Publicado:	2024
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions
por: Pi, Renjie, et al.
Publicado: (2024)

MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance
por: Pi, Renjie, et al.
Publicado: (2024)

Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization
por: Pi, Renjie, et al.
Publicado: (2024)

The Instinctive Bias: Spurious Images lead to Illusion in MLLMs
por: Han, Tianyang, et al.
Publicado: (2024)

VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training
por: Zhang, Jipeng, et al.
Publicado: (2025)

Visual Instruction Tuning with Chain of Region-of-Interest
por: Chen, Yixin, et al.
Publicado: (2025)

Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models
por: Pi, Renjie, et al.
Publicado: (2025)

MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
por: Zhang, Renrui, et al.
Publicado: (2024)

LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
por: Zhang, Yanzhe, et al.
Publicado: (2023)

PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering
por: Zhang, Xiaoman, et al.
Publicado: (2023)

Osprey: Pixel Understanding with Visual Instruction Tuning
por: Yuan, Yuqian, et al.
Publicado: (2023)

Visual Variational Autoencoder Prompt Tuning
por: Xiao, Xi, et al.
Publicado: (2025)

Instruction Tuning-free Visual Token Complement for Multimodal LLMs
por: Wang, Dongsheng, et al.
Publicado: (2024)

Generative Visual Instruction Tuning
por: Hernandez, Jefferson, et al.
Publicado: (2024)

Comparison Visual Instruction Tuning
por: Lin, Wei, et al.
Publicado: (2024)

EAGLE: Elevating Geometric Reasoning through LLM-empowered Visual Instruction Tuning
por: Li, Zhihao, et al.
Publicado: (2024)

Reconstructive Visual Instruction Tuning
por: Wang, Haochen, et al.
Publicado: (2024)

SEP: Self-Enhanced Prompt Tuning for Visual-Language Model
por: Yao, Hantao, et al.
Publicado: (2024)

Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning
por: Gou, Yunhao, et al.
Publicado: (2025)

Learning to Instruct for Visual Instruction Tuning
por: Zhou, Zhihan, et al.
Publicado: (2025)

RefChartQA: Grounding Visual Answer on Chart Images through Instruction Tuning
por: Vogel, Alexander, et al.
Publicado: (2025)

Top-Down Compression: Revisit Efficient Vision Token Projection for Visual Instruction Tuning
por: li, Bonan, et al.
Publicado: (2025)

Beyond Accuracy: Evaluating Grounded Visual Evidence in Thinking with Images
por: Li, Xuchen, et al.
Publicado: (2026)

Visual Instance-aware Prompt Tuning
por: Xiao, Xi, et al.
Publicado: (2025)

Streaming Video Instruction Tuning
por: Xia, Jiaer, et al.
Publicado: (2025)

Generalizable Geometric Image Caption Synthesis
por: Xin, Yue, et al.
Publicado: (2025)

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning
por: Du, Yifan, et al.
Publicado: (2023)

TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data
por: Zhang, Jipeng, et al.
Publicado: (2024)

Multimodal Instruction Tuning with Hybrid State Space Models
por: Zhou, Jianing, et al.
Publicado: (2024)

LongVideoAgent: Multi-Agent Reasoning with Long Videos
por: Liu, Runtao, et al.
Publicado: (2025)

Parrot: Multilingual Visual Instruction Tuning
por: Sun, Hai-Long, et al.
Publicado: (2024)

Boosting Visual Instruction Tuning with Self-Supervised Guidance
por: Sirko-Galouchenko, Sophia, et al.
Publicado: (2026)

Semantic Hierarchical Prompt Tuning for Parameter-Efficient Fine-Tuning
por: Zhu, Haowei, et al.
Publicado: (2024)

Beyond Semantic Priors: Mitigating Optimization Collapse for Generalizable Visual Forensics
por: Liu, Jipeng, et al.
Publicado: (2026)

How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing
por: Zhang, Huanyu, et al.
Publicado: (2026)

Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models
por: Zhang, Jinrui, et al.
Publicado: (2024)

MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning
por: Ma, Yiwei, et al.
Publicado: (2025)

DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection
por: Yao, Lewei, et al.
Publicado: (2024)

Instructify: Demystifying Metadata to Visual Instruction Tuning Data Conversion
por: Hansen, Jacob, et al.
Publicado: (2025)

OASIS: Online Sample Selection for Continual Visual Instruction Tuning
por: Lee, Minjae, et al.
Publicado: (2025)