Archive
The one-stop shop, including all posts from the Blog, Monthly Music, and Projects.
2024
- Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments papers
- Apple Intelligence Foundation Language Models papers
- Biscuit: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks papers
- Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences papers
- Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference papers
2023
- WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings papers
- Collaborative Machine Learning Model Building with Families Using Co-ML papers
- Angler: Helping Machine Translation Practitioners Prioritize Model Improvements papers
- Designing Data: Proactive Data Collection and Iteration for Machine Learning Using Reflexive Planning, Monitoring, and Density Estimation papers
2022
- Symphony: Composing Interactive Interfaces for Machine Learning papers
- Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels papers
2021
- NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks papers
2020
- September 2020 Jams monthly-music
- Communicating with Interactive Articles papers
- CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization papers
- Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks papers
- August 2020 Jams monthly-music
- mage: Fluid Moves Between Code and Graphical Work in Computational Notebooks papers
- July 2020 Jams monthly-music
- June 2020 Jams monthly-music
- May 2020 Jams monthly-music
- April 2020 Jams monthly-music
- Understanding and Visualizing Data Iteration in Machine Learning papers
- The Future of Notebook Programming Is Fluid papers
- March 2020 Jams monthly-music
- February 2020 Jams monthly-music
- January 2020 Jams monthly-music
- CNN 101: Interactive Visual Learning for Convolutional Neural Networks papers
- Massif: Interactive Interpretation of Adversarial Attacks on Deep Learning papers
2019
- December 2019 Jams monthly-music
- November 2019 Jams monthly-music
- October 2019 Jams monthly-music
- Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations papers
- FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning papers
- TeleGam: Combining Visualization and Verbalization for Interpretable Machine Learning papers
- ElectroLens: Understanding Atomistic Simulations through Spatially-resolved Visualization of High-dimensional Features papers
- Launching the Parametric Press papers
- September 2019 Jams monthly-music
- August 2019 Jams monthly-music
- July 2019 Jams monthly-music
- June 2019 Jams monthly-music
- May 2019 Jams monthly-music
- Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models papers
- Managing Messes in Computational Notebooks papers
- April 2019 Jams monthly-music
- Discovery of Intersectional Bias in Machine Learning Using Automatic Subgroup Generation papers
- NeuralDivergence: Exploring and Understanding Neural Networks by Comparing Activation Distributions papers
- March 2019 Jams monthly-music
- Atlas: Local Graph Exploration in a Global Context papers
- February 2019 Jams monthly-music
- January 2019 Jams monthly-music
2018
- December 2018 Jams monthly-music
- Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph Data Structure papers
- November 2018 Jams monthly-music
- October 2018 Jams monthly-music
- Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers papers
- The Beginner's Guide to Dimensionality Reduction papers
- September 2018 Jams monthly-music
- August 2018 Jams monthly-music
- Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression papers
- Compression to the Rescue: Defending from Adversarial Attacks Across Modalities papers
- July 2018 Jams monthly-music
- June 2018 Jams monthly-music
- Interactive Classification for Deep Learning Interpretation papers
- May 2018 Jams monthly-music
- April 2018 Jams monthly-music
- March 2018 Jams monthly-music
- February 2018 Jams monthly-music
- January 2018 Jams monthly-music
2017
- December 2017 Jams monthly-music
- November 2017 Jams monthly-music
- October 2017 Jams monthly-music
- VIGOR: Interactive Visual Exploration of Graph Query Results papers
- 3D Exploration of Graph Layers via Vertex Cloning papers
- A Viz of Ice and Fire: Exploring Entertainment Video Using Color and Dialogue papers
- September 2017 Jams monthly-music
- A Deep Learning Approach for Population Estimation from Satellite Imagery papers
- mHealth Visual Discovery Dashboard papers
- August 2017 Jams monthly-music
- July 2017 Jams monthly-music
- June 2017 Jams monthly-music
- May 2017 Jams monthly-music
- Visual Graph Query Construction and Refinement papers
- ShapeShop: Towards Understanding Deep Learning Representations via Interactive Experimentation papers
- Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression papers
- April 2017 Jams monthly-music
- Personal Informatics: Health Easel projects
- March 2017 Jams monthly-music
- Feburary 2017 Jams monthly-music
- January 2017 Jams monthly-music
2016
- 2016 Year In Review blog
- A Viz of Ice and Fire projects
- December 2016 Jams monthly-music
- November 2016 Jams monthly-music
- October 2016 Jams monthly-music
- September 2016 Jams monthly-music
- Pacific Northwest Summer Photos blog
- August 2016 Jams monthly-music
- July 2016 Jams monthly-music
- June 2016 Jams monthly-music
- Summer Internship at PNNL blog
- Ph.D. Year I: The Switch blog
- May 2016 Jams monthly-music
- April 2016 Jams monthly-music
- Modeling of Pedestrian Traffic Around Bobby-Dodd Stadium projects
- March 2016 Jams monthly-music
- February 2016 Jams monthly-music
- Journaling in Graduate School blog
- Materials Informatics: Grain Growth projects
- January 2016 Jams monthly-music
2015
- 2015 Year In Review blog
- December 2015 Jams monthly-music
- November 2015 Jams monthly-music
- October 2015 Jams monthly-music
- 3D Printing in Topology blog
- Georgia Tech Gigabit Internet blog
- September 2015 Jams monthly-music
- GT CSE 10 Year Anniversary blog
- Hello, World blog
- August 2015 Jams monthly-music
- July 2015 Jams monthly-music
- June 2015 Jams monthly-music
- UGA Undergrad Course Projects projects
- 3D Printing the Trefoil Knot and its Pages projects
- May 2015 Jams monthly-music
- April 2015 Jams monthly-music
- March 2015 Jams monthly-music
- February 2015 Jams monthly-music
- January 2015 Jams monthly-music
2014
- UGA Keychain projects
- Cube Decomposition Trophy projects
- Mathematics & Computational Science REU projects
- The Effect of Numerical Parameters on Eddies in Oceanic Overflows: A Laboratory and Numerical Study papers
- Experimental and Numerical Comparison of Oceanic Overflow papers
2013
- Raspberry Pi Case projects
2012
- Road Bike Restoration projects