Applications
Discover a curated collection of blogs, papers, and talks which dive into ML/AI applications and lessons learned by practitioners.
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AI for Music and the Humanities
Videos
ML+X
UW-Madison
Deep learning
Generative AI
AI & society
Conformer
Humanities
Audio
Music
CSI
Signal processing
Spectral analysis
LLM
Using Electronic Health Record Data to Predict Deterioriation in Hospitalized Children
Videos
ML4MI
UW-Madison
NLP
Text analysis
EHR
Boosting
Decision trees
Vision, Language, and Vision-Language Modeling in Radiology
Videos
ML4MI
UW-Madison
Medical imaging
VLM
ViT
UNET
LLaVA
Computer vision
CNN
LLM
Deep learning
Multimodal learning
What Tune Is That? A Humanities Application of Deep Learning
Blogs
Deep learning
Conformer
Transformer
CNN
Humanities
Audio
Music
CSI
Time-series
Signal processing
Spectral analysis
A Biophysics-based Protein Language Model for Protein Engineering
Videos
Cross Labs AI
UW-Madison
Transfer learning
Biophysics
Protein language models
Foundation models
LLM
Deep learning
Protein engineering
Simulations
Using Large Language Models for Meteorological Fact Finding
Videos
IT Prof
UW-Madison
LLM
Meteorology
Trustworthy LLMs & Ethical AI
Videos
ML+X
UW-Madison
NLP
Text analysis
LLM
Deep learning
Trustworthy AI
DeTox
Ethical AI
Topic modeling
Advancing Healthcare and Agriculture through Computer Vision
Videos
ML+X
UW-Madison
Computer vision
Ultrasound
Medical imaging
Athletics
Agriculture
LSTM
CNN-LSTM
CNN
Deep learning
Exploring Model Sharing in the Age of Foundation Models
Videos
ML+X
UW-Madison
Multimodal learning
Foundation models
Model sharing
Hugging Face
LLM
LMM
LLaVA
Deep learning
Navigating Gravitational Waves with AI Insights
Videos
ML+X
UW-Madison
Physics
Simulations
Spectral analysis
Signal processing
Exploring Science Communication and Drug Synergy Analysis using GPT
Videos
ML+X
UW-Madison
Science communication
Healthcare
Drug synergy
LLM
Text mining
NLP
World Knowledge in the Time of Large Models
Videos
SILO
UW-Madison
VLM
LLM
LMM
Multimodal learning
Foundation models
LLMS in Genomics and Health Coaching
Videos
ML+X
UW-Madison
Healthcare
Clustering
Deep learning
LLM
Genomics
Time-Series Analysis
Videos
ML+X
UW-Madison
Time-series
Genomics
Healthcare
Multimodal Learning
Videos
ML+X
UW-Madison
Multimodal learning
Deep learning
Computer vision
Healthcare
Genomics
Exploring AI at UW-Madison
Multidisciplinary
UW-Madison
Playlists
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