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.

Trustworthy LLMs & Ethical AI

Videos

ML+X

NLP

Text analysis

LLM

Deep learning

Trustworthy AI

DeTox

Ethics

Topic modeling

1. DeTox: Denoised Toxic Embeddings for Editing Model Toxicity
2. A Project on AI Ethics

Rheeya Uppaal, Mariah A. Knowles

Advancing Healthcare and Agriculture through Computer Vision

Videos

ML+X

Computer vision

Ultrasound

Medical imaging

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

Matthew Blomquist, Will de la Bretonne

Exploring Model Sharing in the Age of Foundation Models

Videos

ML+X

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

Chris Endemann, Haotian Liu, PhD

Navigating Gravitational Waves with AI Insights

Videos

ML+X

Physics

Simulations

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

Science communication

Healthcare

Drug synergy

LLM

Text mining

NLP

1. GPT for Science Communication: User-Interface and Developer Pipeline Approaches
2. Advancing Biomedical Research with GPT-4: A Novel Approach to Drug Synergy Analysis using Text Mining and Classification

December 12, 2023

Ben Rush, PhD, Jack Freeman

LLMS in Genomic and Health Coaching

Videos

ML+X

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

Time-series

Genomics

Healthcare

1. Computational Methods for Comparative Time Clocks in Early Development and Tissue Regeneration
2. Controlled Differential Equations on Long Sequences via Non-standard Wavelets

October 10, 2023

Peng Jiang, PhD, Sourav Pal

Multimodal Learning

Videos

ML+X

Multimodal learning

Deep learning

Computer vision

Healthcare

Genomics

1. Multimodal learning and analysis for understanding single-cell functional genomics in brains and brain diseases
2. Transforming healthcare: AI-enhanced disease quantification with vision-language models
3. The benefits of early fusion: deeply integrated audio-visual representation learning

September 19, 2023

Daifeng Wang, PhD, Zachary Huemann, Pedro Morgado, PhD