2020 ChaLearn Looking at People workshop ECCV: Fair Face Recognition and Analysis
Workshop program
Aug. 28, 2020, 10 a.m. Workshop (pre-recorded session) + LIVE SESSIONS
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Day of the workshop August 28
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Live sessions:
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Time slot 1: 10:00-12:00 (UTC+1 Time zone)
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Time slot 2: 18:00-20:00 (UTC+1 Time zone)
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| Workshop program (pre-recorded session) |
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Invited 1: Olga Russakovsky (30/45min) - "Fairness in Visual Recognition" |
| Challenge Session |
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Tomas Sixta, Julio C. S. Jacques Junior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera. "FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition", (10min) [preprint version at arXiv] |
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Shengyao Zhou. "AsArcFace: Asymmetric Additive Angular Margin Loss for Fairface Recognition" (10min) |
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Jun Yu, Xinlong Hao, Haonian Xie, Ye Yu. "Fair Face Recognition Using Data Balancing, Enhancement and Fusion" (10min) |
| Break (10min) |
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Invited 2: Walter J. Scheirer (30/45min) - "Subjective Face Attributes: the Impossible and Possible" |
| Fairness in face analysis session |
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Tian Xu, Jennifer White, Sinan Kalkan, Hatice Gunes. "Investigating Bias and Fairness in Facial Expression Recognition" (10min) |
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Amlaan Kar, Maneet Singh, Richa Singh, Mayank Vatsa. "Disguised Face Verification using Inverse Disguise Quality" (10min) |
| Break (10min) |
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Invited 3: Judy Hoffman (30/45min) - "Analyzing Bias in Computer Vision Systems" |
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Invited 4: Alice O’Toole (30/45min) - "Other race effects for face recognition algorithms: Strategies for measuring and minimizing bias" |
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Live session: SLOT 1 (2h) 10:00-12:00 (UTC+1 Time zone) |
Live session: SLOT 2 (2h) 18:00-20:00 (UTC+1 Time zone) |
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Kate Saenko (45min) - live - "Learning from Biased and Small Datasets" |
Matthew Turk (45min) - live - "Beyond Fairness" |
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Dimitris Metaxas (45min) - live - "Scalable Learning Methods to Generate, Analyze and Interpret Faces from Visual Data" |
Rama Chellappa (45min) - "Gender Expressivity and Bias Reduction in Face Recognition" |
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Panel discussion / questions: Kate Saenko, Dimitris Metaxas (25min) |
Panel discussion / questions: Matthew Turk, Rama Chellappa, Walter J. Scheirer, Olga Russakovsky, Judy Hoffman (25min) |