Marktechpost

OCTOBER 22, 2024

The dataset was designed to address the major challenges of multilingual multimodal learning: data scarcity, cultural nuances, catastrophic forgetting, and evaluation complexity. Don’t Forget to join our 50k+ ML SubReddit. Moreover, PANGEA matches or even outperforms proprietary models like Gemini-1.5-Pro

Large Language Models 110

Large Language Models Data Scarcity Inference Engine LLM 110

Marktechpost

OCTOBER 26, 2024

To address data scarcity and granularity issues, the system employs sophisticated synthetic data generation techniques, particularly focusing on dense captioning and visual question-answering tasks. Don’t Forget to join our 55k+ ML SubReddit. If you like our work, you will love our newsletter.

AI Research 109

AI Research AI Researcher Data Scarcity Inference Engine 109

Marktechpost

OCTOBER 15, 2024

These models are trained on data collected from social media, which introduces bias and may not accurately represent diverse patient experiences. Moreover, privacy concerns and data scarcity hinder the development of robust models for mental health diagnosis and treatment. Don’t Forget to join our 50k+ ML SubReddit.

Data Scarcity 111

Data Scarcity Inference Engine Large Language Models Machine Learning 111