VIS Full Papers: VIS for ML

Session chair: Shixia Liu

Room: 109

2023-10-25T04:45:00Z – 2023-10-25T06:00:00ZGMT-0600Change your timezone on the schedule page
2023-10-25T04:45:00Z – 2023-10-25T06:00:00Z

A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization

Authors: Yansong Huang, Zherui Zhang, Ao Jiao, Yuxin Ma, Ran Cheng

Zherui Zhang

2023-10-25T04:45:00Z – 2023-10-25T04:57:00ZGMT-0600Change your timezone on the schedule page

The Transform-and-Perform framework: Explainable deep learning beyond classification

Authors: Vidya Prasad, Ruud J. G. van Sloun, Stef van den Elzen, Anna Vilanova, Nicola Pezzotti

Vidya Prasad

2023-10-25T04:57:00Z – 2023-10-25T05:09:00ZGMT-0600Change your timezone on the schedule page

Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets

Authors: Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini

Jun Yuan

2023-10-25T05:09:00Z – 2023-10-25T05:21:00ZGMT-0600Change your timezone on the schedule page

Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research

Authors: Hariharan Subramonyam, Jessica Hullman

Hariharan Subramonyam

2023-10-25T05:21:00Z – 2023-10-25T05:33:00ZGMT-0600Change your timezone on the schedule page

Explore Your Network in Minutes: A Rapid Prototyping Toolkit for Understanding Neural Networks with Visual Analytics

Authors: Shaoxuan Lai, Wanna Luan, Jun Tao

Jun Tao

2023-10-25T05:33:00Z – 2023-10-25T05:45:00ZGMT-0600Change your timezone on the schedule page

OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples

Authors: Suphanut Jamonnak, Jiajing Guo, Wenbin He, Liang Gou, Liu Ren

Suphanut Jamonnak

2023-10-25T05:45:00Z – 2023-10-25T05:57:00ZGMT-0600Change your timezone on the schedule page

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