Flux AI: academic illustration

academic illustration Flux Artworks

High-quality deep learning architecture diagram. Focus on biomedical Named Entity Recognition model based on BioBERT and CRF. Include input layer showing biomedical sentence split into tokens with BIO tags. Use clean blocks for BioBERT embeddings. Add fully connected layer for emission scores. Show CRF layer with score transitions. Include CRF scoring function with negative log-likelihood loss. Output optimal BIO tag sequence. Maintain academic style using soft colors and clear typography. Use vector graphics and neat math formulas.
2 images

Deep Learning Architecture for Biomedical Named Entity Recognition using BioBERT and CRF

academic illustration
Deep Learning
biomedical NER model
Landscape cartoon depicting two contrasting characters. On the left, an academic man in a suit writing at a desk surrounded by books labeled 'THEORIES', 'MODELS', and 'FRAMEWORKS'. He has a thought bubble filled with equations and abstract symbols. On the right, a woman in practical work attire holding a wrench and report titled 'Field Lessons' in a workshop. Her thought bubble contains scenes from real-life experiences. Labels above each character contrast their approaches. Attribution in the bottom right corner.
T

Intellectual Satire Cartoon: The Contrast Between Academic Theory and Practical Experience

visual metaphor
Workplace humor
academic illustration
Profesor de Física flotando en el aire con los brazos extendidos hacia los lados parece disfrutar de la libertad bajo un cielo soleado.
2 images

Inspirational Physics Professor Floating Under Bright Sky

positive energy
Physics
Science
Illustration depicting time management in an academic setting. Woman sitting at a desk with a laptop. Colorful sticky notes on the wall and a clock in the background. Focuses on prioritizing tasks and preventing procrastination.
2 images

Effective Time Management Illustration in an Academic Setting with Colorful Sticky Notes and Laptop

productivity tips
work desk
student life