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Title: GitHub - yihedeng9/STIC: Enhancing Large Vision Language Models with Self-Training on Image Comprehension. · GitHub

Open Graph Title: GitHub - yihedeng9/STIC: Enhancing Large Vision Language Models with Self-Training on Image Comprehension.

X Title: GitHub - yihedeng9/STIC: Enhancing Large Vision Language Models with Self-Training on Image Comprehension.

Description: Enhancing Large Vision Language Models with Self-Training on Image Comprehension. - yihedeng9/STIC

Open Graph Description: Enhancing Large Vision Language Models with Self-Training on Image Comprehension. - yihedeng9/STIC

X Description: Enhancing Large Vision Language Models with Self-Training on Image Comprehension. - yihedeng9/STIC

Opengraph URL: https://github.com/yihedeng9/STIC

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https://github.com/yihedeng9/STIC/blob/main/images/header.png
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https://github.com/yihedeng9/STIC#self-training-on-image-comprehension-stic
Enhancing Large Vision Language Models with Self-Training on Image Comprehensionhttps://arxiv.org/abs/2405.19716
Yihe Denghttps://sites.google.com/g.ucla.edu/yihedeng/
Pan Luhttps://lupantech.github.io/
Fan Yinhttps://fanyin3639.github.io/
Ziniu Huhttps://acbull.github.io/
Sheng Shenhttps://sincerass.github.io/
James Zouhttps://www.james-zou.com/
Kai-Wei Changhttps://web.cs.ucla.edu/~kwchang/
Wei Wanghttps://web.cs.ucla.edu/~weiwang/
Project pagehttps://stic-lvlm.github.io/
Huggingfacehttps://huggingface.co/STIC-LVLM
https://github.com/yihedeng9/STIC#-news
https://arxiv.org/abs/2405.19716https://arxiv.org/abs/2405.19716
https://github.com/yihedeng9/STIC#table-of-contents
About STIChttps://github.com/yihedeng9/STIC#-About-STIC
Installhttps://github.com/yihedeng9/STIC#-install
Data and Modelshttps://github.com/yihedeng9/STIC#-Data-and-Models
Instructionhttps://github.com/yihedeng9/STIC#-Instruction
Acknowledgementhttps://github.com/yihedeng9/STIC#Acknowledgement
https://github.com/yihedeng9/STIC#-about-stic
https://github.com/yihedeng9/STIC/blob/main/images/demo_stic.png
https://github.com/yihedeng9/STIC/blob/main/images/demo-method.png
https://github.com/yihedeng9/STIC/blob/main/images/fig2_preference_data.png
https://github.com/yihedeng9/STIC#️-install
HuggingFacehttps://huggingface.co/datasets/STIC-LVLM/stic-coco-preference-6k/blob/main/images.zip
herehttps://drive.google.com/file/d/1VNT-p0qIshIESwCT3DjmHtsiYfH2VvR1/view?usp=sharing
https://github.com/yihedeng9/STIC#-data-and-models
HuggingFacehttps://huggingface.co/datasets/STIC-LVLM/stic-coco-preference-6k
HuggingFacehttps://huggingface.co/datasets/STIC-LVLM/stic-llava-instruct-desc-5k
HuggingFacehttps://huggingface.co/STIC-LVLM/llava-v1.6-mistral-7b-STIC-stage1
HuggingFacehttps://huggingface.co/STIC-LVLM/llava-v1.6-mistral-7b-STIC
https://github.com/yihedeng9/STIC#-instruction
https://github.com/yihedeng9/STIC#step-1-self-construct-preference-data
https://github.com/yihedeng9/STIC#step-11-convert-the-output-jsonl-file-to-a-json-file
huggingfacehttps://huggingface.co/datasets/STIC-LVLM/stic-coco-preference-6k
https://github.com/yihedeng9/STIC#step-2-self-training-with-regularized-dpo
https://github.com/yihedeng9/STIC#step-3-description-infused-instruction-fine-tuning
https://github.com/yihedeng9/STIC#step-31-description-generation
https://github.com/yihedeng9/STIC#step-32-fine-tuning
Evaluationhttps://github.com/yihedeng9/STIC/blob/main/docs/Evaluation.md
https://github.com/yihedeng9/STIC#step-4-evaluation-please-find-more-details-for-evaluation-in-evaluation
issuehttps://github.com/haotian-liu/LLaVA/issues/1326
https://github.com/yihedeng9/STIC#acknowledgement
LLaVAhttps://github.com/haotian-liu/LLaVA
POVIDhttps://github.com/YiyangZhou/POVID
stic-lvlm.github.io/https://stic-lvlm.github.io/
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multi-modal-learning https://github.com/topics/multi-modal-learning
vision-language-model https://github.com/topics/vision-language-model
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