Papers | Joshua Berkowitz

6 Articles

deep learning ×

Deep Learning Resurrects Ancient Antibiotics: Mining Extinct Proteomes for Modern Medicine

In a groundbreaking fusion of paleobiology and artificial intelligence, researchers from the University of Pennsylvania have pioneered a revolutionary approach to combat the escalating global antibiot...

antibiotic discovery antimicrobial resistance artificial intelligence computational biology deep learning drug discovery extinct organisms machine learning molecular de-extinction paleogenomics

Nov 4, 2025

0 154

SimpleFold: When Less Is More in Protein Folding

Protein folding is the process of predicting a protein's three-dimensional atomic structure from its amino acid sequence which has been revolutionized by deep learning breakthroughs like AlphaFold2 an...

CAMEO22 CASP14 deep learning ensemble generation flow matching generative modeling protein folding transformer

Oct 3, 2025

0 2629

Scaling Laws Unveiled: The Mathematical Blueprint Behind Smarter, Cheaper AI Models

Training a state-of-the-art language model can cost tens of millions of dollars and months of computation time, not to mention the expertise needed for development. Yet until now, researchers have bee...

AI Chinchilla deep learning GPT-3 language models machine learning neural networks optimization principal component analysis scaling laws statistical methodology

Sep 20, 2025

0 2629

WhoFi: Person Identification with Wi-Fi Signals and Deep Learning

In the pervasive landscape of modern surveillance and smart environments, the ability to accurately identify and track individuals across different locations and times, a task known as Person Re-Ident...

biometrics CSI data deep learning person identification privacy transformers Wi-Fi sensing

Aug 7, 2025

0 10890

GenSeg For Medical Image Segmentation in Low-Data Environments

Medical image semantic segmentation is a fundamental process in modern healthcare, crucial for applications such as diagnosing diseases, tracking disease progression, planning treatments, and assistin...

AI segmentation data efficiency deep learning generative models healthcare AI medical imaging synthetic data

Jul 28, 2025

0 3850

Captain Cinema: Narrative AI is Revolutionizing Story-Driven Movie Generation

Captain Cinema, an innovative AI framework, is making seamless, story-driven video creation accessible and practical, overcoming the barriers that have limited automated filmmaking. While video genera...

AI video coherence creative AI deep learning GoldenMem movie synthesis narrative generation storytelling

Jul 26, 2025

0 1980

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