DASH: Visual Analytics for Debiasing Image Classification via
User-Driven Synthetic Data Augmentation

DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation

14 September 2022

Chaeyeon Chung

Papers citing "DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation"

10 / 10 papers shown

Title
Interactive Counterfactual Exploration of Algorithmic Harms in Recommender Systems Yongsu Ahn Quinn K. Wolter Jonilyn Dick Janet Dick Yu-Ru Lin HAI 37 0 0 10 Sep 2024
Enhancing Intrinsic Features for Debiasing via Investigating Class-Discerning Common Attributes in Bias-Contrastive Pair Jeonghoon Park Chaeyeon Chung Juyoung Lee Jaegul Choo 37 2 0 30 Apr 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models G. Guo Lifu Deng A. Tandon Alex Endert Bum Chul Kwon 39 2 0 24 Apr 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Cheng Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 47 4 0 03 Apr 2024
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 32 17 0 15 Jul 2023
Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models Bum Chul Kwon Nandana Mihindukulasooriya VLM 26 5 0 26 May 2023
ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis Yongsu Ahn Y. Lin Panpan Xu Zeng Dai AAML HAI 21 8 0 16 Mar 2023
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups Bum Chul Kwon U. Kartoun S. Khurshid Mikhail Yurochkin Subha Maity Deanna G. Brockman A. Khera P. Ellinor S. Lubitz Kenney Ng 28 11 0 14 Sep 2022
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective Jinbin Huang Aditi Mishra Bum Chul Kwon Chris Bryan FAtt HAI 40 31 0 04 Apr 2022
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,450 0 21 Nov 2016