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

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

9 / 9 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 99 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 63 3 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 68 2 0 24 Apr 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Chong Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 86 4 0 03 Apr 2024
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 82 20 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 107 6 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 51 9 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 71 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 120 33 0 04 Apr 2022

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