CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
Wang, Zijie J., Turko, Robert, Shaikh, Omar, Park, Haekyu, Das, Nilaksh, Hohman, Fred, Kahng, Minsuk, Polo Chau, Duen Horng
Published in IEEE transactions on visualization and computer graphics (01.02.2021)
Published in IEEE transactions on visualization and computer graphics (01.02.2021)
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Journal Article
Classifying T cell activity in autofluorescence intensity images with convolutional neural networks
Wang, Zijie J., Walsh, Alex J., Skala, Melissa C., Gitter, Anthony
Published in Journal of biophotonics (01.03.2020)
Published in Journal of biophotonics (01.03.2020)
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Journal Article
VISGRADER: Automatic Grading of D3 Visualizations
Hull, Matthew, Pednekar, Vivian, Murray, Hannah, Roy, Nimisha, Tung, Emmanuel, Routray, Susanta, Guerin, Connor, Chen, Justin, Wang, Zijie J., Lee, Seongmin, Roozbahani, Mahdi, Chau, Duen Horng
Published in IEEE transactions on visualization and computer graphics (01.01.2024)
Published in IEEE transactions on visualization and computer graphics (01.01.2024)
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Journal Article
VG: Automatic Grading of D3 Visualizations
Hull, Matthew, Pednekar, Vivian, Murray, Hannah, Roy, Nimisha, Tung, Emmanuel, Routray, Susanta, Guerin, Connor, Chen, Justin, Wang, Zijie J, Lee, Seongmin, Roozbahani, Mahdi, Duen Horng Chau
Published in IEEE transactions on visualization and computer graphics (01.01.2024)
Published in IEEE transactions on visualization and computer graphics (01.01.2024)
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Journal Article
VIsCUIT: Visual Auditor for Bias in CNN Image Classifier
Lee, Seongmin, Hoffman, Judy, Wang, Zijie J., Chau, Duen Horng
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors
Vellaichamy, Sivapriya, Hull, Matthew, Wang, Zijie J., Das, Nilaksh, Peng, ShengYun, Park, Haekyu, Polo Chau, Duen Horng
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases
Munechika, David, Wang, Zijie J., Reidy, Jack, Rubin, Josh, Gade, Krishna, Kenthapadi, Krishnaram, Chau, Duen Horng
Published in 2022 IEEE Visualization and Visual Analytics (VIS) (01.10.2022)
Published in 2022 IEEE Visualization and Visual Analytics (VIS) (01.10.2022)
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Conference Proceeding
UnMask: Adversarial Detection and Defense Through Robust Feature Alignment
Freitas, Scott, Chen, Shang-Tse, Wang, Zijie J., Horng Chau, Duen
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
Published in 2020 IEEE International Conference on Big Data (Big Data) (10.12.2020)
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Conference Proceeding
TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization
Wang, Zijie J., Zhong, Chudi, Xin, Rui, Takagi, Takuya, Chen, Zhi, Chau, Duen Horng, Rudin, Cynthia, Seltzer, Margo
Published in 2022 IEEE Visualization and Visual Analytics (VIS) (01.10.2022)
Published in 2022 IEEE Visualization and Visual Analytics (VIS) (01.10.2022)
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Conference Proceeding
Explaining Website Reliability by Visualizing Hyperlink Connectivity
Lee, Seongmin, Afroz, Sadia, Park, Haekyu, Wang, Zijie J., Shaikh, Omar, Sehgal, Vibhor, Peshin, Ankit, Chau, Duen Horng
Published in 2022 IEEE Visualization and Visual Analytics (VIS) (01.10.2022)
Published in 2022 IEEE Visualization and Visual Analytics (VIS) (01.10.2022)
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Conference Proceeding
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks
Das, Nilaksh, Park, Haekyu, Wang, Zijie J., Hohman, Fred, Firstman, Robert, Rogers, Emily, Chau, Duen Horng Polo
Published in 2020 IEEE Visualization Conference (VIS) (01.10.2020)
Published in 2020 IEEE Visualization Conference (VIS) (01.10.2020)
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Conference Proceeding
CNN E xplainer: Learning Convolutional Neural Networks with Interactive Visualization
Wang, Zijie J, Turko, Robert, Shaikh, Omar, Park, Haekyu, Das, Nilaksh, Hohman, Fred, Kahng, Minsuk, Duen Horng Polo Chau
Published in IEEE transactions on visualization and computer graphics (01.01.2021)
Published in IEEE transactions on visualization and computer graphics (01.01.2021)
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Journal Article
Wordflow: Social Prompt Engineering for Large Language Models
Wang, Zijie J, Chakravarthy, Aishwarya, Munechika, David, Chau, Duen Horng
Year of Publication 25.01.2024
Year of Publication 25.01.2024
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Journal Article
WebSHAP: Towards Explaining Any Machine Learning Models Anywhere
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Paper
Journal Article
Farsight: Fostering Responsible AI Awareness During AI Application Prototyping
Wang, Zijie J, Kulkarni, Chinmay, Wilcox, Lauren, Terry, Michael, Madaio, Michael
Published in arXiv.org (02.07.2024)
Published in arXiv.org (02.07.2024)
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Paper
Journal Article