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Dana Aubakirova

danaaubakirova

AI & ML interests

DocumentAI, Deep Learning, Multimodal Learning, Computer Vision, Image Processing, NLP

Recent Activity

updated a dataset 4 days ago

danaaubakirova/eval_koch_test_vla

updated a dataset 8 days ago

danaaubakirova/eval_koch_test

updated a dataset 10 days ago

danaaubakirova/koch_test

View all activity

Articles

Introducing TextImage Augmentation for Document Images

Aug 6, 2024

• 32

LAVE: Zero-shot VQA Evaluation on Docmatix with LLMs - Do We Still Need Fine-Tuning?

Jul 25, 2024

• 18

Multimodal Augmentation for Documents: Recovering “Comprehension” in “Reading and Comprehension” task

May 16, 2024

• 17

Organizations

danaaubakirova's activity

updated a dataset 4 days ago

danaaubakirova/eval_koch_test_vla

Viewer • Updated 4 days ago • 1 • 11

updated a dataset 8 days ago

danaaubakirova/eval_koch_test

Viewer • Updated 8 days ago • 7.5k • 20

updated a dataset 10 days ago

danaaubakirova/koch_test

Viewer • Updated 10 days ago • 16.6k • 28

upvoted a collection about 1 month ago

ISSAI-KazLLM-1.0

Collection

7 items • Updated Dec 10, 2024 • 24

upvoted a paper 5 months ago

Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published Aug 22, 2024 • 124

upvoted 2 articles 5 months ago

Article

How to communicate in a Pull Request?

•

Aug 22, 2024

• 18

Article

Introducing TextImage Augmentation for Document Images

Aug 6, 2024

• 32

posted an update 5 months ago

Post

891

🚀 We are thrilled to introduce TextImage Data Augmentation, developed in collaboration with Albumentations AI! ✨ This multimodal technique modifies document images and text simultaneously, enhancing Vision Language Models (VLMs) for high-text datasets.

👩‍💻 Learn how this innovative approach can improve your document AI projects by checking out our full blog post here: https://huggingface.co/blog/doc_aug_hf_alb