Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

WebSHAP: Towards Explaining Any Machine Learning Models Anywhere


Mar 16, 2023
Zijie J. Wang, Duen Horng Chau

Add code

* 5 pages, 4 figures. Accepted at the ACM Web Conference 2023 (WWW 2023). For a live demo, visit https://poloclub.github.io/webshap/. Code is open-source at https://github.com/poloclub/webshap 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

GAM Coach: Towards Interactive and User-centered Algorithmic Recourse


Mar 01, 2023
Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau

Add code

* Accepted to CHI 2023. 20 pages, 12 figures. For a demo video, see https://youtu.be/ubacP34H9XE. For a live demo, visit https://poloclub.github.io/gam-coach/ 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Energy Transformer


Feb 14, 2023
Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Lessons from the Development of an Anomaly Detection Interface on the Mars Perseverance Rover using the ISHMAP Framework


Feb 14, 2023
Austin P. Wright, Peter Nemere, Adrian Galvin, Duen Horng Chau, Scott Davidoff

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

RobArch: Designing Robust Architectures against Adversarial Attacks


Jan 08, 2023
ShengYun Peng, Weilin Xu, Cory Cornelius, Kevin Li, Rahul Duggal, Duen Horng Chau, Jason Martin

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models


Nov 15, 2022
Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover, Duen Horng Chau

Add code

* 14 pages, 5 figures. The dataset is available at https://huggingface.co/datasets/poloclub/diffusiondb. The code is at https://github.com/poloclub/diffusiondb 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

NeuroMapper: In-browser Visualizer for Neural Network Training


Oct 22, 2022
Zhiyan Zhou, Kevin Li, Haekyu Park, Megan Dass, Austin Wright, Nilaksh Das, Duen Horng Chau

Add code

* IEEE VIS 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

IMB-NAS: Neural Architecture Search for Imbalanced Datasets


Sep 30, 2022
Rahul Duggal, Shengyun Peng, Hao Zhou, Duen Horng Chau

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization


Sep 19, 2022
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo Seltzer

Add code

* Accepted at IEEE VIS 2022. 5 pages, 6 figures. For a demo video, see https://youtu.be/3eGqTmsStJM. For a live demo, visit https://poloclub.github.io/timbertrek 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
4
5
6
>>