ML+X Forums

Explore our library of ML+X forum recordings below! Each monthly ML+X forum highlights two ML applications that share a theme followed by communal discussions and project feedback.

Join the next live forum!

  • Where: Orchard View Room (rm. 3280), Discovery Building & via Zoom.
  • When: Typically monthly on Tuesdays, 12-1pm CT. Join the Google group to receive a calendar invite (with Zoom link) and other updates. Please email us if you have any trouble joining.

Share your work!

We encourage anyone who is using ML in their work to present at one of the ML+X forums. If interested, please fill out this brief presenter sign-up form.

AI for Music and the Humanities

Videos
ML+X
UW-Madison
Deep learning
GenAI
AI & society
Conformer
Humanities
Audio
Music
CSI
Signal processing
Spectral analysis
LLM
1. What Tune Is That: A Humanities Application of Deep Learning, Alan Ng
2. Fake Artists, Fake Listeners: AI and the Music Industries, Jeremy Morris
November 5, 2024
Alan Ng, Jeremy Morris, PhD

Trustworthy LLMs & Ethical AI

Videos
ML+X
UW-Madison
NLP
Text analysis
LLM
Deep learning
Trustworthy AI
DeTox
Ethical AI
Topic modeling
1. DeTox: Denoised Toxic Embeddings for Editing Model Toxicity
2. A Project on AI Ethics
May 11, 2024
Rheeya Uppaal, Mariah A. Knowles

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
1. An ultrasound-based method to measure knee kinematics enabled by deep learning
2. Plant breeding in the age of computer vision
April 9, 2024
Matthew Blomquist, Will de la Bretonne

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
1. Model sharing and reproducible ML
2. LLaVA-NeXT and model sharing
March 12, 2024
Chris Endemann, Haotian Liu, PhD

Navigating Gravitational Waves with AI Insights

Videos
ML+X
UW-Madison
Physics
Simulations
Spectral analysis
Signal processing
1. Welcome and small group discussions
2. Classifying gravitational wave modes from core-collapse supernovae
February 13, 2024
Chris Endemann, Bella Finkel

Exploring Science Communication and Drug Synergy Analysis using GPT

Videos
ML+X
UW-Madison
Science communication
Healthcare
Drug synergy
LLM
Text mining
NLP
  • GPT for Science Communication: User-Interface and Developer Pipeline Approaches
  • Advancing Biomedical Research with GPT-4: A Novel Approach to Drug Synergy Analysis using…
    •
    December 12, 2023
    Ben Rush, PhD, Jack Freeman

    LLMS in Genomics and Health Coaching

    Videos
    ML+X
    UW-Madison
    Healthcare
    Clustering
    Deep learning
    LLM
    Genomics
    1. Clustering of genomic sequences of mycoviruses using deep learning
    2. Spurring self-improvement and intrinsic motivation using LLMs and reinforcement learning
    November 7, 2023
    Rohan Sontahlia, Michael Roytman

    Time-Series Analysis

    Videos
    ML+X
    UW-Madison
    Time-series
    Genomics
    Healthcare
  • Computational Methods for Comparative Time Clocks in Early Development and Tissue Regeneration
  • Controlled Differential Equations on Long Sequences via Non-standard Wavelets
    •
    October 10, 2023
    Peng Jiang, PhD, Sourav Pal

    Multimodal Learning

    Videos
    ML+X
    UW-Madison
    Multimodal learning
    Deep learning
    Computer vision
    Healthcare
    Genomics
  • Multimodal learning and analysis for understanding single-cell functional genomics in brains and brain diseases
  • Transforming healthcare: AI-enhanced disease quantification…
  •
    September 19, 2023
    Daifeng Wang, PhD, Zachary Huemann, Pedro Morgado, PhD
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