Publications

2024

Apple Intelligence Foundation Language Models

Apple
PDF HTML Bibtex arXiv: 2407.21075

Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments

Angie Boggust, Venkatesh Sivaraman, Yannick Assogba, Donghao Ren, Dominik Moritz, Fred Hohman
VIS in St. Pete Beach, Florida 2024
PDF HTML Bibtex arXiv: 2408.03274

Model Compression in Practice: Lessons Learned from Practitioners Creating On-device Machine Learning Experiences

Fred Hohman, Mary Beth Kery, Donghao Ren, Dominik Moritz
CHI in Honolulu, HI 2024
PDF HTML Bibtex arXiv: 2310.04621

Counterpoint: Orchestrating Large-Scale Custom Animated Visualizations

Venkatesh Sivaraman, Frank Elavsky, Dominik Moritz, Adam Perer
VIS in St. Pete Beach, Florida 2024
PDF HTML Bibtex arXiv: 2410.05645

Optimizing Dataflow Systems for Scalable Interactive Visualization

Junran Yang, Hyekang Kevin Joo, Sai Yerramreddy, Dominik Moritz, Leilani Battle
SIGMOD in Santiago, Chile 2024
PDF HTML Bibtex arXiv: 2401.02952

Exploring The Affordances of Game-Aware Streaming to Support Blind and Low Vision Viewers: A Design Probe Study

Noor Hammad, Frank Elavsky, Sanika Moharana, Jessie Chen, Seyoung Lee, Patrick Carrington, Dominik Moritz, Jessica Hammer, Erik Harpstead
ASSETS in St. John's, Canada 2024
Many video games offer accessibility settings and functionality, but what about streamers viewing a stream of a game?
PDF Project Bibtex

Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference

Fred Hohman, Chaoqun Wang, Jinmook Lee, Jochen Görtler, Dominik Moritz, Jeffrey P Bigham, Zhile Ren, Cecile Foret, Qi Shan, Xiaoyi Zhang
CHI in Honolulu, HI 2024
Best Paper Honorable Mention
PDF HTML Bibtex arXiv: 2404.03085

Opening the Black Box of 3D Reconstruction Error Analysis with VECTOR

Racquel Fygenson, Kazi Jawad, Zongzhan Li, Francois Ayoub, Robert G Deen, Scott Davidoff, Dominik Moritz, Mauricio Hess-Flores
VIS in St. Pete Beach, Florida 2024
PDF HTML Bibtex arXiv: 2408.03503

2023

Angler: Helping Machine Translation Practitioners Prioritize Model Improvements

Samantha Robertson, Zijie J. Wang, Dominik Moritz, Mary Beth Kery, Fred Hohman
CHI in Hamburg 2023
PDF Project HTML Bibtex arXiv: 2304.05967