Dora Zhao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Synthetic Datasets

Experimental Results On Real World

Benchmark Datasets

Top Venues

Publications

Dora Zhao, Jerone T. A. Andrews, Orestis Papakyriakopoulos, Alice Xiang
Position: Measure Dataset Diversity, Don't Just Claim It. CoRR (2024)
Yusuke Hirota, Jerone T. A. Andrews, Dora Zhao, Orestis Papakyriakopoulos, Apostolos Modas, Yuta Nakashima, Alice Xiang
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes. CoRR (2024)
Dora Zhao, Morgan Klaus Scheuerman, Pooja Chitre, Jerone T. A. Andrews, Georgia Panagiotidou, Shawn Walker, Kathleen H. Pine, Alice Xiang
A Taxonomy of Challenges to Curating Fair Datasets. CoRR (2024)
Nicole Meister, Dora Zhao, Angelina Wang, Vikram V. Ramaswamy, Ruth Fong, Olga Russakovsky
Gender Artifacts in Visual Datasets. ICCV (2023)
Vikram V. Ramaswamy, Sing Yu Lin, Dora Zhao, Aaron B. Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky
Beyond web-scraping: Crowd-sourcing a geographically diverse image dataset. CoRR (2023)
Dora Zhao, Jerone Theodore Alexander Andrews, Alice Xiang
Men Also Do Laundry: Multi-Attribute Bias Amplification. ICML (2023)
Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, Jerone Theodore Alexander Andrews, Rebecca Bourke, William Thong, Dora Zhao, Alice Xiang, Allison Koenecke
Augmented Datasheets for Speech Datasets and Ethical Decision-Making. CoRR (2023)
Jerone T. A. Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Shruti Nagpal, Alice Xiang
Ethical Considerations for Collecting Human-Centric Image Datasets. CoRR (2023)
Jerone Theodore Alexander Andrews, Dora Zhao, William Thong, Apostolos Modas, Orestis Papakyriakopoulos, Alice Xiang
Ethical Considerations for Responsible Data Curation. NeurIPS (2023)
Vikram V. Ramaswamy, Sing Yu Lin, Dora Zhao, Aaron Adcock, Laurens van der Maaten, Deepti Ghadiyaram, Olga Russakovsky
GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition. NeurIPS (2023)
Orestis Papakyriakopoulos, Anna Seo Gyeong Choi, William Thong, Dora Zhao, Jerone Theodore Alexander Andrews, Rebecca Bourke, Alice Xiang, Allison Koenecke
Augmented Datasheets for Speech Datasets and Ethical Decision-Making. FAccT (2023)
Angelina Wang, Alexander Liu, Ryan Zhang, Anat Kleiman, Leslie Kim, Dora Zhao, Iroha Shirai, Arvind Narayanan, Olga Russakovsky
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets. Int. J. Comput. Vis. 130 (7) (2022)
Dora Zhao, Mikako Inaba, Andrés Monroy-Hernández
Understanding Teenage Perceptions and Configurations of Privacy on Instagram. CoRR (2022)
Nicole Meister, Dora Zhao, Angelina Wang, Vikram V. Ramaswamy, Ruth Fong, Olga Russakovsky
Gender Artifacts in Visual Datasets. CoRR (2022)
Dora Zhao, Jerone T. A. Andrews, Alice Xiang
Men Also Do Laundry: Multi-Attribute Bias Amplification. CoRR (2022)
Dora Zhao, Angelina Wang, Olga Russakovsky
Understanding and Evaluating Racial Biases in Image Captioning. CoRR (2021)
Dora Zhao, Angelina Wang, Olga Russakovsky
Understanding and Evaluating Racial Biases in Image Captioning. ICCV (2021)