Talks & Speaker Series
An archive of the talks MSAIL hosted from 2020 to 2024.
2024
- MSAIL Tech Talk with Kiran Prasad
- MSAIL Tech Talk with Wesley Tian
2022
- An Overview of Attention and Transformer Mechanisms for NLP
- An Overview of Binarized Neural Networks
- Concrete Problems in AI Safety
- Fairness in Machine Learning
- Machine Learning for Intraoperative Diagnosis of Brain Tumors Imaged using Stimulated Raman Histology
- Open Problems in Cooperative AI
- Scaling Neural Tangent Kernels via Sketching and Random Features
- The Devil is in the Details: Spatial and Temporal Super-Resolution of Global Climate Models using Adversarial Deep Learning
2021
- AlphaFold 2 and the Protein Folding Problem
- Contrastive Learning with Hard Negative Samples
- Deep RL for Robotics: A Short Overview
- How We Built This: TDM Studio and Sentiment Analysis
- Human-in-the-Loop Natural Language Processing
- Intelligent Politics: How AI Can Improve Our Political Institutions and Systems
- Latent Semantic Analysis
- Learning Effective Representations for Small Molecules
- Michigan AI Alumni Panel
- Speech Emotion Recognition with ML
- Understanding MLOps for Computer Vision Pipelines
2020
- AlphaZero and its Impact on the World of Chess
- Bloomberg Tech Talk: Applied Named Entity Recognition
- Brain-Inspired AI
- Faculty Talk: Cognitive Architecture
- Faculty Talk: Prediction Markets and More
- Faculty Talk: Situated Language Processing and Embodied Dialogue
- Faculty Talk: Strategic Reasoning in Dynamic Environments
- Human-Centered Autonomous Vehicles
- Image-to-Image Translation with Conditional Adversarial Networks
- Reinforcement Learning Applied to COVID-19 Optimization Problems
- Text Summarization with Deep Learning
- The Trend Towards Large Language Models
Date unconfirmed
- Cognitive Load Estimation
- Harmful Bias in Natural Language Generation
- Proving Theorems with Generative Language Models
- Using Transformers for Vision